From 37038467a59e52ccb12bf139d7b6d0d91e7c1e05 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Mon, 28 Jul 2025 21:01:16 -0400 Subject: [PATCH 01/10] Added new data --- data/general.json | 32 ++++++++-- .../1L_IV_11-12_OV_11-11_LONG.csv | 60 +++++++++++++++++++ .../1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv | 54 +++++++++++++++++ 3 files changed, 140 insertions(+), 6 deletions(-) create mode 100644 data/tritium_detection/1L_IV_11-12_OV_11-11_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv diff --git a/data/general.json b/data/general.json index 1696f20..d259553 100644 --- a/data/general.json +++ b/data/general.json @@ -509,6 +509,16 @@ "3": "1L_IV_11-11_OV_11-10.csv", "4": "1L_IV_11-11_OV_11-10.csv" } + }, + "12": { + "planned_sample_time": "7/25/2025 08:49", + "actual_sample_time": "7/25/2025 14:06", + "lsc_vials_filenames": { + "1": "1L_IV_11-12_OV_11-11_LONG.csv", + "2": "1L_IV_11-12_OV_11-11_LONG.csv", + "3": "1L_IV_11-12_OV_11-11_LONG.csv", + "4": "1L_IV_11-12_OV_11-11_LONG.csv" + } } }, "OV": { @@ -559,7 +569,7 @@ "1": "1L_IV_11-6_OV_11-5.csv", "2": "1L_IV_11-6_OV_11-5.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_11-6_OV_11-5.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" } }, "6": { @@ -569,7 +579,7 @@ "1": "1L_IV_11-7_OV_11-6.csv", "2": "1L_IV_11-7_OV_11-6.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_11-7_OV_11-6.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" } }, "7": { @@ -579,7 +589,7 @@ "1": "1L_11_ULTRA_LONG_TEST.csv", "2": "1L_IV_11-8_OV_11-7.csv", "3": "1L_11_ULTRA_LONG_TEST.csv", - "4": "1L_IV_11-8_OV_11-7.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" } }, "8": { @@ -589,7 +599,7 @@ "1": "1L_IV_11-9_OV_11-8.csv", "2": "1L_IV_11-9_OV_11-8.csv", "3": "1L_OV_11-8-3_-3-3_OV_10-2-3_-1-3_ULTRA_LONG.csv", - "4": "1L_IV_11-9_OV_11-8.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" } }, "9": { @@ -599,7 +609,7 @@ "1": "1L_IV_11-10_OV_11-9.csv", "2": "1L_IV_11-10_OV_11-9.csv", "3": "1L_OV_11-9-3_ULTRA_LONG.csv", - "4": "1L_IV_11-10_OV_11-9.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" } }, "10": { @@ -609,7 +619,17 @@ "1": "1L_IV_11-11_OV_11-10.csv", "2": "1L_IV_11-11_OV_11-10.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_11-11_OV_11-10.csv" + "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" + } + }, + "11": { + "planned_sample_time": "7/25/2025 08:49", + "actual_sample_time": "7/25/2025 14:06", + "lsc_vials_filenames": { + "1": "1L_IV_11-12_OV_11-11_LONG.csv", + "2": "1L_IV_11-12_OV_11-11_LONG.csv", + "3": "1L_IV_11-12_OV_11-11_LONG.csv", + "4": "1L_IV_11-12_OV_11-11_LONG.csv" } } } diff --git a/data/tritium_detection/1L_IV_11-12_OV_11-11_LONG.csv b/data/tritium_detection/1L_IV_11-12_OV_11-11_LONG.csv new file mode 100644 index 0000000..c88b0f6 --- /dev/null +++ b/data/tritium_detection/1L_IV_11-12_OV_11-11_LONG.csv @@ -0,0 +1,60 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250725_2237 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250725_2237\20250725_2237.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250725_2237\1L_IV_11-12_OV_11-11_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-12_OV_11-11_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-IV_11-12-1,0.213,3.770,10.75,0,356.64,29.47,100,12.794 +2,1L-IV_11-12-2,0.243,3.780,10.48,0,301.08,25.91,100,14.587 +3,1L-IV_11-12-3,0.535,8.240,7.02,0,298.38,25.68,100,32.085 +4,1L-IV_11-12-4,0.472,7.200,7.54,0,295.20,25.41,100,28.337 +Missing vial 5. +6,1L-OV_11-11-1,0.216,3.770,10.60,0,350.54,29.13,100,12.940 +7,1L-OV_11-11-2,0.260,4.040,10.10,0,301.09,25.91,100,15.590 +8,1L-OV_11-11-3A,0.274,4.170,9.96,0,294.35,25.34,100,16.459 +9,1L-OV_11-11-3B,0.293,4.460,9.64,0,295.08,25.40,100,17.560 +10,1L-OV_11-11-4,0.269,4.110,10.01,0,296.21,25.50,100,16.120 +Adding up vials 8 and 9 manually: +12,1L-OV_11-11-3,0.300,4.315,9.80,0,294.72,25.37,100,17.010 diff --git a/data/tritium_detection/1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv new file mode 100644 index 0000000..ca90e27 --- /dev/null +++ b/data/tritium_detection/1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv @@ -0,0 +1,54 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\TriCarb\Results\Default\NEW_Flibe_Long\Various +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250723_1836\20250723_1836.results +Comma-Delimited File Name: C:\Packard\TriCarb\Results\Default\NEW_Flibe_Long\Various\1L_OV_11-X-4_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-X-4_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-10-4,0.309,4.712,4.20,0,294.82,25.38,500,18.568 +2,1L-OV_11-9-4,0.301,4.526,4.27,0,291.54,25.09,500,18.036 +3,1L-OV_11-8-4,0.278,4.222,4.41,0,294.24,25.33,500,16.671 +4,1L-OV_11-7-4,0.315,4.778,4.15,0,293.39,25.25,500,18.920 +5,1L-OV_11-6-4,0.312,4.736,4.16,0,293.58,25.27,500,18.741 +6,1L-OV_11-5-4,0.363,5.482,3.86,0,292.24,25.16,500,21.793 From 5aa06c7be51ed6d024d8f46265f13c14857f58b2 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Mon, 28 Jul 2025 21:01:23 -0400 Subject: [PATCH 02/10] Ran notebook --- analysis/tritium/tritium_model.ipynb | 71 ++++++++++++---------------- 1 file changed, 31 insertions(+), 40 deletions(-) diff --git a/analysis/tritium/tritium_model.ipynb b/analysis/tritium/tritium_model.ipynb index 76a76af..918f2fd 100644 --- a/analysis/tritium/tritium_model.ipynb +++ b/analysis/tritium/tritium_model.ipynb @@ -22,6 +22,10 @@ " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-IV_11-8-1 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-IV_11-12-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-IV_11-12-2 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-1-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-3-1 is negative after substracting background. Setting to zero.\n", @@ -33,6 +37,8 @@ "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-4-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-7-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-11-1 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n" ] } @@ -80,15 +86,15 @@ "Quantity of T consumed: 9.36×10¹² particle\n", "Uncertainty on T consumed: 3.53×10¹⁰ particle\n", "Quantity of T consumed: 1.67×10⁴ Bq\n", - "Quantity of T produced IV: 4.03×10⁰ Bq\n", - "Quantity of T produced: 2.25×10⁹ particle\n", - "Measured TBR: 2.41e-04 particle / neutron\n", - "8.475811924844106 dimensionless\n" + "Quantity of T produced IV: 4.51×10⁰ Bq\n", + "Quantity of T produced: 2.52×10⁹ particle\n", + "Measured TBR: 2.69e-04 particle / neutron\n", + "7.572069470377596 dimensionless\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -147,7 +153,7 @@ } ], "source": [ - "baby_model.run(30 * ureg.day)" + "baby_model.run(60 * ureg.day)" ] }, { @@ -163,9 +169,9 @@ " mass transport coeff top: 3.87×10⁻⁶ m/s\n", " mass transport coeff wall: 0.00×10⁰ m/s\n", "Source:\n", - " TBR: 2.41×10⁻⁴ particle/n\n", + " TBR: 2.69×10⁻⁴ particle/n\n", " neutron rate: 1.30×10⁹ n/s\n", - " neutron rate * TBR: 3.13×10⁵ particle/s\n", + " neutron rate * TBR: 3.50×10⁵ particle/s\n", "Geometry:\n", " volume: 1000.00 cm³\n", " top area: 153.94 cm²\n", @@ -195,17 +201,9 @@ "execution_count": 5, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/root/miniconda3/envs/baby-1l-run-10/lib/python3.12/site-packages/labellines/core.py:267: UserWarning: The value at position 0 in `xvals` is outside the range of its associated line (xmin=np.float64(0.0), xmax=np.float64(29.999999999999993), xval=45). Clipping it into the allowed range.\n", - " warnings.warn(\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] @@ -240,8 +238,8 @@ "\n", "\n", "plt.title(\"Cumulative tritium release, run 11\", loc=\"left\", pad=15)\n", - "plt.ylim(top=4.5)\n", - "plt.xlim(left=-0.2, right=22)\n", + "plt.ylim(top=5)\n", + "plt.xlim(left=-0.2, right=40)\n", "plt.xlabel(\"days\")\n", "plt.ylabel(\"Cumulative activity (Bq)\")\n", "\n", @@ -253,17 +251,9 @@ "execution_count": 6, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/root/miniconda3/envs/baby-1l-run-10/lib/python3.12/site-packages/labellines/core.py:267: UserWarning: The value at position 0 in `xvals` is outside the range of its associated line (xmin=np.float64(0.0), xmax=np.float64(29.999999999999993), xval=45). Clipping it into the allowed range.\n", - " warnings.warn(\n" - ] - }, { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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" ] @@ -334,12 +324,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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", + "image/png": 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", "text/plain": [ "
" ] @@ -390,7 +380,7 @@ "plt.axhline(y=MDA, color = \"red\", linestyle = \"-.\")\n", "plt.annotate(\n", " f\"MDA per vial\",\n", - " (21, 0.12),\n", + " (39, 0.09),\n", " xytext=(0, 0),\n", " textcoords=\"offset points\",\n", " ha=\"center\",\n", @@ -400,8 +390,8 @@ ")\n", "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", - "plt.ylim(bottom=0 * ureg.Bq, top = 0.42 * ureg.Bq)\n", - "plt.xlim(0, 22)\n", + "plt.ylim(bottom=0 * ureg.Bq, top = 0.5 * ureg.Bq)\n", + "plt.xlim(0, 40)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, INNER vessel\", loc=\"left\", pad=15)\n", @@ -413,17 +403,18 @@ "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", "# plt.ylim(bottom=0 * ureg.Bq)\n", - "plt.xlim(0, 22)\n", + "plt.xlim(0, 40)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, OUTER vessel\", loc=\"left\", pad=15)\n", "\n", - "MDA = 0.071 # Calculated by hand for demo, TODO create code to calculate automatically\n", + "MDA = 0.071 # Calculated by hand for demo, 100 min counts, TODO create code to calculate automatically\n", + "#For 500 min counts MDA = 0.029\n", "\n", "plt.axhline(y=MDA, color = \"red\", linestyle = \"-.\")\n", "plt.annotate(\n", " f\"MDA per vial\",\n", - " (21, 0.12),\n", + " (39, 0.09),\n", " xytext=(0, 0),\n", " textcoords=\"offset points\",\n", " ha=\"center\",\n", @@ -561,7 +552,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] From 2e51b6b9155fd7ffb396cc4880253d5118c3913d Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Mon, 28 Jul 2025 21:12:14 -0400 Subject: [PATCH 03/10] Added gas change data and additional irradiation --- data/general.json | 44 ++++++++++++++++++++++++++++++++++++-------- 1 file changed, 36 insertions(+), 8 deletions(-) diff --git a/data/general.json b/data/general.json index d259553..0d2cf92 100644 --- a/data/general.json +++ b/data/general.json @@ -38,10 +38,16 @@ "value": 10, "unit": "SCCM" }, - "switched_to": { - "type": null, - "gas_switch_time": null - } + "switched_to": [ + { + "type": "He", + "gas_switch_time": "7/11/2025 19:40" + }, + { + "type": "3.65% H2 in He", + "gas_switch_time": "7/25/2025 14:09" + } + ] }, "secondary_gas": { "type": "3.5% H2 in He", @@ -67,10 +73,16 @@ "value": 10, "unit": "SCCM" }, - "switched_to": { - "type": null, - "gas_switch_time": null - } + "switched_to": [ + { + "type": "He", + "gas_switch_time": "7/11/2025 19:40" + }, + { + "type": "3.65% H2 in He", + "gas_switch_time": "7/25/2025 14:09" + } + ] }, "temperature_profiles": [ { @@ -247,6 +259,22 @@ }, "rate_proxy": "ACC -95 kV, SRC +3 kV", "notes": "On the floor, at the 2m line" + }, + { + "start": "7/18/2025 13:30", + "end": "7/18/2025 14:30", + "neutron_time":{ + "value": 0.5, + "unit": "h" + }, + "generator": "nGen", + "duty_factor": 1.000, + "distance": { + "value": 210, + "unit": "cm" + }, + "rate_proxy": "120 kV, 350 uA targeted", + "notes": "At plane of salt, at the 2m line, 24 cm Ricorad shielding in neutron path" } ] }, From 2443be72040a349abc6cd1790b2b07c87aebe552 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Mon, 28 Jul 2025 21:12:41 -0400 Subject: [PATCH 04/10] Modified tritium model to handle multiple gas changes in a single run --- analysis/tritium/tritium_model.ipynb | 3 ++- analysis/tritium/tritium_model.py | 23 ++++++++++++++++------- 2 files changed, 18 insertions(+), 8 deletions(-) diff --git a/analysis/tritium/tritium_model.ipynb b/analysis/tritium/tritium_model.ipynb index 918f2fd..2855be7 100644 --- a/analysis/tritium/tritium_model.ipynb +++ b/analysis/tritium/tritium_model.ipynb @@ -9,6 +9,7 @@ "name": "stdout", "output_type": "stream", "text": [ + "Processed data file not found, creating it in ../../data/processed_data.json\n", "Processed data stored in ../../data/processed_data.json\n" ] }, @@ -324,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 8, "metadata": {}, "outputs": [ { diff --git a/analysis/tritium/tritium_model.py b/analysis/tritium/tritium_model.py index 8c72fc6..e7ead86 100644 --- a/analysis/tritium/tritium_model.py +++ b/analysis/tritium/tritium_model.py @@ -192,13 +192,22 @@ def build_background_curve_from_file(reader: LSCFileReader, blank_labels: list[s replacement_times_walls = sampling_times["OV"] # read gas change time -if general_data["cover_gas"]["switched_to"]["gas_switch_time"]: - gas_switch_time = datetime.strptime( - general_data["cover_gas"]["switched_to"]["gas_switch_time"], "%m/%d/%Y %H:%M" - ) - gas_switch_deltatime = gas_switch_time - start_time - gas_switch_deltatime = gas_switch_deltatime.total_seconds() * ureg.s - gas_switch_deltatime = gas_switch_deltatime.to(ureg.day) +gas_switch_deltatimes = [] +switched_to = general_data.get("cover_gas", {}).get("switched_to", []) +if switched_to and isinstance(switched_to, list): + for switch in switched_to: + gas_switch_time = switch.get("gas_switch_time") + if gas_switch_time: + try: + gas_switch_time_dt = datetime.strptime(gas_switch_time, "%m/%d/%Y %H:%M") + gas_switch_deltatime = gas_switch_time_dt - start_time + gas_switch_deltatime = gas_switch_deltatime.total_seconds() * ureg.s + gas_switch_deltatime = gas_switch_deltatime.to(ureg.day) + gas_switch_deltatimes.append(gas_switch_deltatime) + except Exception as e: + warnings.warn(f"Could not parse gas_switch_time '{gas_switch_time}': {e}") +else: + warnings.warn("'switched_to' is missing, empty, or not a list in 'cover_gas'.") # tritium model From 3aa7ce93a8a9909072cb01be5ad2cf31b44bc2cf Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Sun, 3 Aug 2025 15:40:08 -0400 Subject: [PATCH 05/10] Added new data --- data/general.json | 132 ++++++++++++++---- .../1L_IV_11-13_OV_11-12_LONG.csv | 57 ++++++++ .../1L_IV_11-14_OV_11-13_LONG.csv | 59 ++++++++ .../1L_IV_11-15_OV_11-14_LONG.csv | 59 ++++++++ .../1L_IV_11-16_OV_11-15_LONG.csv | 59 ++++++++ .../1L_OV_11-5-1_ULTRA_LONG.csv | 49 +++++++ .../1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv | 53 +++++++ .../1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv | 52 +++++++ 8 files changed, 494 insertions(+), 26 deletions(-) create mode 100644 data/tritium_detection/1L_IV_11-13_OV_11-12_LONG.csv create mode 100644 data/tritium_detection/1L_IV_11-14_OV_11-13_LONG.csv create mode 100644 data/tritium_detection/1L_IV_11-15_OV_11-14_LONG.csv create mode 100644 data/tritium_detection/1L_IV_11-16_OV_11-15_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-5-1_ULTRA_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv diff --git a/data/general.json b/data/general.json index 0d2cf92..0c415eb 100644 --- a/data/general.json +++ b/data/general.json @@ -171,19 +171,19 @@ } ], "notes": "nGen positioned 105 cm above the floor, 100 cm away from the salt axis (measured from outside the heater tube to center axis of nGen) in the y direction, parallel to the x axis (long edge of epoxy table). Generator reached 350 uA only after cycling on and off, but the current briefly overshot to >500 uA on second start.", - "shielding":{ + "shielding": { "enabled": true, "placed_on": "6/20/2025 08:00", "removed_on": null, - "notes":"From the edge of OV: 2in air gap, 3in of Ricorad type B borated, 2in of 5% B-PE, 5.25in air gap, 8in of Ricorad type B borated." + "notes": "From the edge of OV: 2in air gap, 3in of Ricorad type B borated, 2in of 5% B-PE, 5.25in air gap, 8in of Ricorad type B borated." }, "other_irradiations": { "present": true, - "periods":[ + "periods": [ { "start": "7/1/2025 10:00", "end": "7/1/2025 17:00", - "neutron_time":{ + "neutron_time": { "value": 5, "unit": "h" }, @@ -199,7 +199,7 @@ { "start": "7/9/2025 13:00", "end": "7/9/2025 17:00", - "neutron_time":{ + "neutron_time": { "value": 0.4, "unit": "h" }, @@ -215,7 +215,7 @@ { "start": "7/10/2025 10:20", "end": "7/10/2025 17:50", - "neutron_time":{ + "neutron_time": { "value": 7.5, "unit": "h" }, @@ -231,7 +231,7 @@ { "start": "7/16/2025 09:44", "end": "7/16/2025 13:06", - "neutron_time":{ + "neutron_time": { "value": 3.37, "unit": "h" }, @@ -247,7 +247,7 @@ { "start": "7/17/2025 12:00", "end": "7/17/2025 18:00", - "neutron_time":{ + "neutron_time": { "value": 4.61, "unit": "h" }, @@ -263,7 +263,7 @@ { "start": "7/18/2025 13:30", "end": "7/18/2025 14:30", - "neutron_time":{ + "neutron_time": { "value": 0.5, "unit": "h" }, @@ -354,7 +354,7 @@ "filename": "SLR_BLANK_ULTRA_LONG.csv", "parameter": "tSIE", "blanks": { - "SLR_BL2" : { + "SLR_BL2": { "water_volume": { "value": 2, "unit": "ml" @@ -364,7 +364,7 @@ "unit": "ml" } }, - "SLR_BL4" : { + "SLR_BL4": { "water_volume": { "value": 4, "unit": "ml" @@ -374,7 +374,7 @@ "unit": "ml" } }, - "SLR_BL6" : { + "SLR_BL6": { "water_volume": { "value": 6, "unit": "ml" @@ -384,7 +384,7 @@ "unit": "ml" } }, - "SLR_BL8" : { + "SLR_BL8": { "water_volume": { "value": 8, "unit": "ml" @@ -394,7 +394,7 @@ "unit": "ml" } }, - "SLR_BL9" : { + "SLR_BL9": { "water_volume": { "value": 9, "unit": "ml" @@ -404,7 +404,7 @@ "unit": "ml" } }, - "SLR_BL10" : { + "SLR_BL10": { "water_volume": { "value": 10, "unit": "ml" @@ -414,7 +414,7 @@ "unit": "ml" } }, - "SLR_BL11" : { + "SLR_BL11": { "water_volume": { "value": 11, "unit": "ml" @@ -547,6 +547,46 @@ "3": "1L_IV_11-12_OV_11-11_LONG.csv", "4": "1L_IV_11-12_OV_11-11_LONG.csv" } + }, + "13": { + "planned_sample_time": "7/27/2025 08:49", + "actual_sample_time": "7/27/2025 13:01", + "lsc_vials_filenames": { + "1": "1L_IV_11-13_OV_11-12_LONG.csv", + "2": "1L_IV_11-13_OV_11-12_LONG.csv", + "3": "1L_IV_11-13_OV_11-12_LONG.csv", + "4": "1L_IV_11-13_OV_11-12_LONG.csv" + } + }, + "14": { + "planned_sample_time": "7/29/2025 08:49", + "actual_sample_time": "7/29/2025 11:44", + "lsc_vials_filenames": { + "1": "1L_IV_11-14_OV_11-13_LONG.csv", + "2": "1L_IV_11-14_OV_11-13_LONG.csv", + "3": "1L_IV_11-14_OV_11-13_LONG.csv", + "4": "1L_IV_11-14_OV_11-13_LONG.csv" + } + }, + "15": { + "planned_sample_time": "7/31/2025 08:49", + "actual_sample_time": "7/31/2025 11:04", + "lsc_vials_filenames": { + "1": "1L_IV_11-15_OV_11-14_LONG.csv", + "2": "1L_IV_11-15_OV_11-14_LONG.csv", + "3": "1L_IV_11-15_OV_11-14_LONG.csv", + "4": "1L_IV_11-15_OV_11-14_LONG.csv" + } + }, + "16": { + "planned_sample_time": "8/1/2025 08:49", + "actual_sample_time": "8/1/2025 11:57", + "lsc_vials_filenames": { + "1": "1L_IV_11-16_OV_11-15_LONG.csv", + "2": "1L_IV_11-16_OV_11-15_LONG.csv", + "3": "1L_IV_11-16_OV_11-15_LONG.csv", + "4": "1L_IV_11-16_OV_11-15_LONG.csv" + } } }, "OV": { @@ -557,7 +597,7 @@ "1": "1L_IV_11-1_11-2_OV_11-1.csv", "2": "1L_IV_11-1_11-2_OV_11-1.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_11-1_11-2_OV_11-1.csv" + "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" } }, "2": { @@ -567,7 +607,7 @@ "1": "1L_IV_10-1_10-2_10-3_11-3_11-4_OV_10-1_10-2_11-2.csv", "2": "1L_IV_10-1_10-2_10-3_11-3_11-4_OV_10-1_10-2_11-2.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_10-1_10-2_10-3_11-3_11-4_OV_10-1_10-2_11-2.csv" + "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" } }, "3": { @@ -577,7 +617,7 @@ "1": "1L_IV_11-5_OV_11-3_11-4.csv", "2": "1L_IV_11-5_OV_11-3_11-4.csv", "3": "1L_OV_11-8-3_-3-3_OV_10-2-3_-1-3_ULTRA_LONG.csv", - "4": "1L_IV_11-5_OV_11-3_11-4.csv" + "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" } }, "4": { @@ -587,14 +627,14 @@ "1": "1L_IV_11-5_OV_11-3_11-4.csv", "2": "1L_IV_11-5_OV_11-3_11-4.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", - "4": "1L_IV_11-5_OV_11-3_11-4.csv" + "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" } }, "5": { "planned_sample_time": "6/29/2025 08:49", "actual_sample_time": "6/29/2025 12:59", "lsc_vials_filenames": { - "1": "1L_IV_11-6_OV_11-5.csv", + "1": "1L_OV_11-5-1_ULTRA_LONG.csv", "2": "1L_IV_11-6_OV_11-5.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" @@ -604,7 +644,7 @@ "planned_sample_time": "7/01/2025 08:49", "actual_sample_time": "7/01/2025 09:05", "lsc_vials_filenames": { - "1": "1L_IV_11-7_OV_11-6.csv", + "1": "1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv", "2": "1L_IV_11-7_OV_11-6.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" @@ -624,7 +664,7 @@ "planned_sample_time": "7/4/2025 08:49", "actual_sample_time": "7/4/2025 14:23", "lsc_vials_filenames": { - "1": "1L_IV_11-9_OV_11-8.csv", + "1": "1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv", "2": "1L_IV_11-9_OV_11-8.csv", "3": "1L_OV_11-8-3_-3-3_OV_10-2-3_-1-3_ULTRA_LONG.csv", "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" @@ -634,7 +674,7 @@ "planned_sample_time": "7/6/2025 08:49", "actual_sample_time": "7/6/2025 11:29", "lsc_vials_filenames": { - "1": "1L_IV_11-10_OV_11-9.csv", + "1": "1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv", "2": "1L_IV_11-10_OV_11-9.csv", "3": "1L_OV_11-9-3_ULTRA_LONG.csv", "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" @@ -644,7 +684,7 @@ "planned_sample_time": "7/10/2025 08:49", "actual_sample_time": "7/10/2025 18:16", "lsc_vials_filenames": { - "1": "1L_IV_11-11_OV_11-10.csv", + "1": "1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv", "2": "1L_IV_11-11_OV_11-10.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", "4": "1L_OV_11-_10_9_8_7_6_5_-4_ULTRA_LONG.csv" @@ -659,7 +699,47 @@ "3": "1L_IV_11-12_OV_11-11_LONG.csv", "4": "1L_IV_11-12_OV_11-11_LONG.csv" } + }, + "12": { + "planned_sample_time": "7/27/2025 08:49", + "actual_sample_time": "7/27/2025 13:01", + "lsc_vials_filenames": { + "1": "1L_IV_11-13_OV_11-12_LONG.csv", + "2": "1L_IV_11-13_OV_11-12_LONG.csv", + "3": "1L_IV_11-13_OV_11-12_LONG.csv", + "4": "1L_IV_11-13_OV_11-12_LONG.csv" + } + }, + "13": { + "planned_sample_time": "7/29/2025 08:49", + "actual_sample_time": "7/29/2025 11:44", + "lsc_vials_filenames": { + "1": "1L_IV_11-14_OV_11-13_LONG.csv", + "2": "1L_IV_11-14_OV_11-13_LONG.csv", + "3": "1L_IV_11-14_OV_11-13_LONG.csv", + "4": "1L_IV_11-14_OV_11-13_LONG.csv" + } + }, + "14": { + "planned_sample_time": "7/31/2025 08:49", + "actual_sample_time": "7/31/2025 11:04", + "lsc_vials_filenames": { + "1": "1L_IV_11-15_OV_11-14_LONG.csv", + "2": "1L_IV_11-15_OV_11-14_LONG.csv", + "3": "1L_IV_11-15_OV_11-14_LONG.csv", + "4": "1L_IV_11-15_OV_11-14_LONG.csv" + } + }, + "15": { + "planned_sample_time": "8/1/2025 08:49", + "actual_sample_time": "8/1/2025 11:57", + "lsc_vials_filenames": { + "1": "1L_IV_11-16_OV_11-15_LONG.csv", + "2": "1L_IV_11-16_OV_11-15_LONG.csv", + "3": "1L_IV_11-16_OV_11-15_LONG.csv", + "4": "1L_IV_11-16_OV_11-15_LONG.csv" + } } } } -} +} \ No newline at end of file diff --git a/data/tritium_detection/1L_IV_11-13_OV_11-12_LONG.csv b/data/tritium_detection/1L_IV_11-13_OV_11-12_LONG.csv new file mode 100644 index 0000000..5f9b5cd --- /dev/null +++ b/data/tritium_detection/1L_IV_11-13_OV_11-12_LONG.csv @@ -0,0 +1,57 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_0045 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_0045\20250729_0045.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_0045\1L_IV_11-13_OV_11-12_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-13_OV_11-12_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-IV_11-13-1,0.240,4.050,10.35,0,332.57,28.11,100,14.405 +2,1L-IV_11-13-2,0.295,4.480,9.62,0,294.38,25.34,100,17.681 +3,1L-IV_11-13-3,0.370,5.600,8.57,0,293.24,25.24,100,22.186 +4,1L-IV_11-13-4,0.324,4.880,9.16,0,291.72,25.11,100,19.434 +Missing vial 5. +6,1L-OV_11-12-1,0.227,3.960,10.25,0,349.68,29.09,100,13.614 +7,1L-OV_11-12-2,0.264,4.120,10.04,0,301.68,25.96,100,15.868 +8,1L-OV_11-12-3,0.393,5.920,8.33,0,291.79,25.12,100,23.570 +9,1L-OV_11-12-4,0.326,4.920,9.14,0,291.90,25.13,100,19.581 diff --git a/data/tritium_detection/1L_IV_11-14_OV_11-13_LONG.csv b/data/tritium_detection/1L_IV_11-14_OV_11-13_LONG.csv new file mode 100644 index 0000000..325b14f --- /dev/null +++ b/data/tritium_detection/1L_IV_11-14_OV_11-13_LONG.csv @@ -0,0 +1,59 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_1535\Replay_20250803_143832 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_1535\20250729_1535.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250729_1535\Replay_20250803_143832\1L_IV_11-14_OV_11-13_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-14_OV_11-13_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,FAIL,0.369,5.525,42.16,2,290.19,24.98,5,22.118 +Missing vial 2. +3,1L-OV_11-13-3,0.407,6.210,8.24,0,295.23,25.41,100,24.438 +4,1L-IV_11-14-3,0.325,4.850,9.38,0,289.07,24.88,100,19.491 +5,1L-IV_11-14-1,0.244,4.110,10.06,0,332.07,28.09,100,14.634 +6,1L-IV_11-14-2,0.267,4.100,10.07,0,297.68,25.62,100,16.002 +7,1L-IV_11-14-4,0.286,4.300,9.82,0,291.42,25.08,100,17.142 +Missing vial 8. +9,1L-OV_11-13-1,0.250,4.420,9.68,0,357.15,29.49,100,14.986 +10,1L-OV_11-13-2,0.278,4.220,9.87,0,294.20,25.32,100,16.665 +11,1L-OV_11-13-4,0.326,4.980,9.07,0,295.54,25.44,100,19.577 diff --git a/data/tritium_detection/1L_IV_11-15_OV_11-14_LONG.csv b/data/tritium_detection/1L_IV_11-15_OV_11-14_LONG.csv new file mode 100644 index 0000000..463ff6e --- /dev/null +++ b/data/tritium_detection/1L_IV_11-15_OV_11-14_LONG.csv @@ -0,0 +1,59 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250731_1625\Replay_20250803_143953 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250731_1625\20250731_1625.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250731_1625\Replay_20250803_143953\1L_IV_11-15_OV_11-14_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-15_OV_11-14_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-IV_11-15-3,3.725,56.630,2.66,0,294.39,25.34,100,223.485 +Missing vial 2. +3,FAIL,0.531,8.211,9.86,0,299.17,25.75,53,31.889 +Missing vial 4. +5,1L-IV_11-15-1,0.223,3.750,10.55,0,331.81,28.07,100,13.360 +6,1L-IV_11-15-2,0.281,4.290,9.79,0,295.10,25.40,100,16.889 +7,1L-IV_11-15-4,0.675,10.250,6.30,0,294.08,25.31,100,40.493 +8,1L-OV_11-14-3,0.491,7.610,7.41,0,300.32,25.85,100,29.441 +9,1L-OV_11-14-1,0.234,4.100,10.07,0,351.47,29.19,100,14.048 +10,1L-OV_11-14-2,0.273,4.150,9.96,0,293.98,25.30,100,16.401 +11,1L-OV_11-14-4,0.310,4.620,9.41,0,288.84,24.86,100,18.582 diff --git a/data/tritium_detection/1L_IV_11-16_OV_11-15_LONG.csv b/data/tritium_detection/1L_IV_11-16_OV_11-15_LONG.csv new file mode 100644 index 0000000..b7447b8 --- /dev/null +++ b/data/tritium_detection/1L_IV_11-16_OV_11-15_LONG.csv @@ -0,0 +1,59 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250802_1632\Replay_20250803_144131 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250802_1632\20250802_1632.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250802_1632\Replay_20250803_144131\1L_IV_11-16_OV_11-15_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-16_OV_11-15_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-IV_11-16-3,0.312,4.660,9.30,0,288.90,24.87,100,18.739 +Missing vial 2. +3,1L-OV_11-15-3,0.419,6.300,8.03,0,291.00,25.05,100,25.151 +Missing vial 4. +5,1L-IV_11-16-1,0.286,4.570,9.40,0,309.58,26.64,100,17.153 +6,1L-IV_11-16-2,0.273,4.120,9.90,0,291.76,25.11,100,16.405 +7,1L-IV_11-16-4,0.313,4.700,9.26,0,291.01,25.05,100,18.763 +Missing vial 8. +9,1L-OV_11-15-1,0.247,4.040,10.00,0,318.05,27.26,100,14.821 +10,1L-OV_11-15-2,0.249,3.750,10.38,0,292.14,25.15,100,14.913 +11,1L-OV_11-15-4,0.294,4.430,9.55,0,291.80,25.12,100,17.638 diff --git a/data/tritium_detection/1L_OV_11-5-1_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-5-1_ULTRA_LONG.csv new file mode 100644 index 0000000..dbae5c7 --- /dev/null +++ b/data/tritium_detection/1L_OV_11-5-1_ULTRA_LONG.csv @@ -0,0 +1,49 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250801_0822\Replay_20250803_143707 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250801_0822\20250801_0822.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250801_0822\Replay_20250803_143707\1L_OV_11-5-1_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-5-1_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-5-1,0.183,3.490,4.85,0,401.42,31.76,500,10.988 diff --git a/data/tritium_detection/1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv new file mode 100644 index 0000000..a2e1d62 --- /dev/null +++ b/data/tritium_detection/1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv @@ -0,0 +1,53 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250730_0645\Replay_20250803_143538 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250730_0645\20250730_0645.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250730_0645\Replay_20250803_143538\1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-_10_9_8_6_-1_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-10-1,0.221,3.968,4.55,0,364.80,29.91,500,13.267 +2,1L-OV_11-9-1,0.232,4.022,4.53,0,346.90,28.94,500,13.899 +3,1L-OV_11-8-1,0.251,4.088,4.49,0,316.63,27.17,500,15.044 +Missing vial 4. +5,1L-OV_11-6-1,0.217,3.802,4.65,0,351.55,29.19,500,13.025 diff --git a/data/tritium_detection/1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv new file mode 100644 index 0000000..f00dcc1 --- /dev/null +++ b/data/tritium_detection/1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv @@ -0,0 +1,52 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250727_1335\Replay_20250729_153656 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250727_1335\20250727_1335.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250727_1335\Replay_20250729_153656\1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-4-4,0.332,4.990,4.06,0,290.70,25.02,500,19.942 +2,1L-OV_11-3-4,0.362,5.418,3.88,0,289.48,24.92,500,21.743 +3,1L-OV_11-2-4,0.321,4.830,4.11,0,291.37,25.08,500,19.258 +4,1L-OV_11-1-4,0.303,4.528,4.24,0,289.31,24.90,500,18.182 From c5069112a5ed9890a0a5e737732c90d9fdb6aa50 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Sun, 3 Aug 2025 15:40:15 -0400 Subject: [PATCH 06/10] Ran notebook --- analysis/tritium/tritium_model.ipynb | 70 ++++++++++++++++------------ 1 file changed, 39 insertions(+), 31 deletions(-) diff --git a/analysis/tritium/tritium_model.ipynb b/analysis/tritium/tritium_model.ipynb index 2855be7..5116a4d 100644 --- a/analysis/tritium/tritium_model.ipynb +++ b/analysis/tritium/tritium_model.ipynb @@ -5,14 +5,6 @@ "execution_count": 1, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Processed data file not found, creating it in ../../data/processed_data.json\n", - "Processed data stored in ../../data/processed_data.json\n" - ] - }, { "name": "stderr", "output_type": "stream", @@ -27,6 +19,8 @@ " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-IV_11-12-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-IV_11-15-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-1-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-3-1 is negative after substracting background. Setting to zero.\n", @@ -37,11 +31,25 @@ " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-4-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-5-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-6-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-7-1 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n", "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-11-1 is negative after substracting background. Setting to zero.\n", + " warnings.warn(\n", + "/root/BABY-1L-run-11/analysis/tritium/tritium_model.py:93: UserWarning: Activity of 1L-OV_11-15-2 is negative after substracting background. Setting to zero.\n", " warnings.warn(\n" ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed data file not found, creating it in ../../data/processed_data.json\n", + "Processed data stored in ../../data/processed_data.json\n" + ] } ], "source": [ @@ -87,15 +95,15 @@ "Quantity of T consumed: 9.36×10¹² particle\n", "Uncertainty on T consumed: 3.53×10¹⁰ particle\n", "Quantity of T consumed: 1.67×10⁴ Bq\n", - "Quantity of T produced IV: 4.51×10⁰ Bq\n", - "Quantity of T produced: 2.52×10⁹ particle\n", - "Measured TBR: 2.69e-04 particle / neutron\n", - "7.572069470377596 dimensionless\n" + "Quantity of T produced IV: 8.78×10⁰ Bq\n", + "Quantity of T produced: 4.91×10⁹ particle\n", + "Measured TBR: 5.25e-04 particle / neutron\n", + "3.8865862267969713 dimensionless\n" ] }, { "data": { - "image/png": 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", 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AOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4IASxbnxqIhi3TwAAM7wmJkVdycAALjaFesparNnPirOzQOX1abnuhd3FwA4rFgD+XRqenFuHgAAZ3BTFwAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAeUKM6NR0UU6+YBAHCGx8ysuDsBAMDVrlhPUZs981Fxbh64rDY91724uwDAYcUayKdT04tz8wAAOIObugAAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQygJ+1e++9Vx6PJ8+/lJSUoNvbsGGDnn76aXXq1EmVK1dWWFiYoqOj1aNHD73//vu51ps6dWq+/ViyZElR7HKBfPHFF7rlllt0zTXXqGTJkmrSpIleeOGFAj0my5cv9+3DTTfddAl7+/NWorg7AACXQ4MGDRQdHR1wWUhIcOcmO3fuVOvWrX3/r1OnjmJjY7Vr1y4tWbJES5Ys0aBBg/T222/n2mZ0dLQaNGgQcFmFChWC6kdRmTFjhgYNGqSMjAzFxMSoZs2a2rRpk55++mktXrxYn376qUqVKpVnGykpKRoyZMhl6vHPG4EM4Krwxz/+Uffee+9FtWFmqlatmh5++GHdc889qlatmiQpMzNTb731loYPH65//vOfatu2rYYNGxawjR49emjq1KkX1Y+isGfPHg0ePFgZGRl67bXX9Nhjj8nj8Wjv3r3q3r271q1bpyeeeEITJkzIs50XX3xRO3bsUK9evbRo0aLL1PufJy5ZA0CQatSooR07duiJJ57whbGUdYY9bNgwPfDAA5KkSZMmFVcXgzZ27FilpqaqW7duevzxx+XxeCRJtWvX1ttvvy1J+sc//qFDhw7l2sbWrVs1duxY9ejRQ3369Lks/f45I5ABIEiRkZF5XsLt1q2bJGn79u1Fvu21a9eqf//+iomJUXh4uKpUqaJ+/fppw4YNBW7LzHzfdw8ePDjH8vbt2ysuLk5paWlauHBhrm088MADCgkJyfcsGsEhkAFcFebOnavevXurc+fO6t+/v9544w2dOHGiSLfhvRGqZMmSua6zceNG3XnnnercubN69+6t5557Tjt37syz3XHjxqldu3aaM2eOUlJS1KxZM2VkZGju3LlKSEjQ/PnzC9TPffv26ccff5QkdejQIeA63vI1a9YEXD5lyhStXLlSTz31lOrWrVug7SMwAhnAVeGDDz7QwoULtWLFCs2ZM0fDhw9XnTp1ivTO5vfee09S7iEnSV9//bVmzZqlFStWaOHChXr22WfVqFEjvfTSSwHXX7JkiR599FFVqlRJ8+bN008//aTExEQdOXJEkydPlpnp3nvv9QVsML7//ntJUkREhKpXrx5wHW/IetfNLjk5WSNHjlT9+vU1cuTIoLeLvBHIAH7W6tWrp5dfflkbN27UyZMnderUKS1dulQJCQk6duyYevfurfXr11/0dpYuXaoFCxZIkh5//PEcy8uXL6/f//73WrVqlQ4dOqSUlBRt2LBB99xzjzIyMjR69OiAl35HjRolM9OUKVPUt29fv2WDBw/WiBEjdOrUKU2ePDnovh47dszXJ+93xxfy3vHtXTe7Rx55REePHtWECRMUERER9HaRNwIZwM/an/70Jz311FNq3ry5ypQpo6ioKHXt2lWff/65rr32WqWmpl70Wd6+fft01113SZIeeughXX/99TnW6d27t/7617+qffv2io6OVkREhFq2bKlp06bp4YcfliSNHj1ap06d8tXZu3evEhMTFR0drV69egXctrf8s88+C7q/3kvr4eHhua7jDdpz5875lX/88ceaMWOGbrvtNnXv3j3obSJ/DHsCcFUKDw/XCy+8oO7du+vTTz/VsWPHCjUO+OjRo+rRo4eOHDmiG264Qf/3f/9X4Daee+45TZw4USdOnNAnn3yiW265RZL07bffSsoK0I4dOwas6w3XH374IejtRUZGSpLOnz+f6zqpqamS/L8PT0lJ0YMPPqioqCiNGzcu6O0hOAQygKvWL3/5S0lZ44h37dqlNm3aFKj+6dOn1bNnT23ZskVt2rTRokWLCnUJt2zZsmratKkSExO1Y8cOX7n3prOTJ09q1apVebaR/Uy2X79+Ab9T/u9//yvpf5ejjx8/LjMLeNnae6k6+4eUV199VTt27NDYsWNVo0aNYHcPQSKQAVy1wsLCfP9OT08vUN3U1FTdcsstWrNmjZo0aaIlS5aoTJkyF92X7P2IioqSlHWTmDdMg7Fu3Trt3bs31+XemcJSU1N18OBBxcTE5Fhn165dfutK8g2xeu211/TnP//Zb33vB4KVK1eqatWqvn7UrFkz6H5f7QhkAFetzZs3+/5dkDO+9PR03X777frkk09Ut25dLVu2TJUrVy50PzIyMvTdd9/l6EeTJk0kZU3AkZmZGfQUn3v27Mlzea1atVS1alUlJSVp1apVuv3223Os4z0jT0hIyLEsOTk517bPnz/vm0wkIyMjqP4iCzd1Abhq/eUvf5EkxcXFBTxLDMQ7zGjRokWqXr26li9fnuvQoWBNmTJFx48fV2hoqG644QZfeYMGDdSsWTMdPXpU06ZNu6htZOfxeHwza02ZMiXH8tWrV2vbtm0KCwvzu5lswYIFMrOAf++8844kqUuXLr6y2NjYIuvz1YBABvCztWzZMj311FPavXu3X/mJEyc0fPhwzZo1S5L09NNP+y1//fXXFRsbq/79++doc8SIEZoxY4YqV66s5cuXq06dOvn24+TJkxowYIDWrl3rV56RkaFJkyZpxIgRkrKGMV34weDVV1+Vx+PR0KFDNXny5ByX1nft2qWXXnqpwJODPP744woPD9fSpUs1duxYmZmkrDu7f/vb30qSfve73/kuP+PS45I1gJ+tM2fOaMyYMRozZoxiYmJUvXp1paWlacuWLTp//rw8Ho+efvppDRgwwK/e8ePHtXfv3hxneF988YXeeOMNSVl3H99///25bjv7d76ZmZmaPXu2Zs+erfLly6tOnToqUaKEvv/+ex0/flxS1o9OjB8/Pkc7PXv21BtvvKERI0bo/vvv1x/+8Ac1bNhQHo9H+/fv910enjhxYoEemzp16mjSpEm677779MQTT2j8+PGKjo7Wpk2blJaWpjZt2mjs2LEFahMXh0AG8LPVpk0bjRo1Sl988YV27NihTZs2ycwUExOj6667Tg899FDA70hz4x0KJEn79+/X/v37g6pXunRpvfbaa1q9erU2bdqknTt36ty5c6pUqZJuvvlmDRw4UP369ct1ko6hQ4eqU6dOGj9+vD755BNt3rxZERERqlGjhjp37qy+ffuqZ8+eQe+H18CBA1W/fn298sorWr16tbZs2aK6detqwIABGjlypG94FC4Pj3mvUxSD2Cc/KK5NA5fdnjE3F3cXADiM75ABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAFNnAsgXs+rhalJcs+pxhgwAgAMIZAAAHFCsl6yjIrhiDlwJeK8Cl16x/toTAADIUqwfe5s981Fxbh64rDY91724u1BovFdxNSmu92qxBvLp1PTi3DyAIPFeBS49buoCAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwAIEMAIADCGQAABxAIAMA4AACGQAABxDIAAA4gEAGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAQQyAAAOIJABAHAAgQwAgAMIZAAAHEAgAwDggBLFufGoiGLdPIAg8V4FLj2PmVlxdwIAgKsdl6wBAHAAgQwAgAMIZAAAHEAgAwDgAAIZAAAHEMgAADiAQAYAwAEEMgAADiCQAQBwwFUTyHv27JHH41FsbGyRtDd16lR5PB7de++9l3Q7+fn000/l8Xh0ww03FKr+hx9+KI/HozFjxhRtx1Aov/3tb1WiRAlt27atuLsCFIlnn31WHo9Hzz77bHF3xXlFFsixsbHyeDzyeDx69NFH81x3/PjxvnU9Hk9RdQEFlJmZqSeffFIVK1bU0KFDc13v8OHDevrpp9W2bVtVrFhRkZGRqlmzpvr166eFCxdexh5fGt4PUd6/xYsX57l+nz59fOvm90Howw8/1MCBA1WvXj1FRUWpZMmSio2N1a233qrZs2crLS3Nb/0//vGPkqSnnnrqovbpasVxCFeyS3KGPHPmTGVkZOS6/N13370Um0UBzZgxQ99++62GDx+uMmXKBFznvffeU/369fXCCy/o66+/VtWqVdWsWTOdOXNGc+fOVe/evdWtWzedOHHiMvf+0pk+fXquy44dO6YPP/ww3zaSk5PVuXNn3XzzzZo+fbqSk5NVt25dNWnSRGfOnNH8+fM1YMAANW3aVD/++KOvXv369dWvXz8tWLBAX375ZZHsz9WK4xCuNEUeyI0aNVJSUpKWL18ecPl3332n9evXq1GjRkW9aRTQhAkTJEkDBw4MuHzu3LkaMGCATp06paFDh+rHH3/Uli1btH79eh0+fFhz5sxRdHS0li1bpq5du+r8+fOXs/tFLjQ0VPXq1dPixYtz/YAxZ84cnT9/Ps/X74kTJ9SxY0etWLFCDRo00IIFC/TTTz/pm2++0VdffaXk5GStW7dOt99+u3bs2KFDhw751R80aJAk6c033yy6nbvKcBzClajIA/nuu++WlPunT+/Zxz333FPUm0YBfPPNN1q7dq3atWunOnXq5FielJSk+++/X5mZmfrTn/6kCRMm6JprrvEtL1GihG6//XZ98sknioqK0rp1634W3xHdfffdSklJ0dy5cwMuf/fdd+XxeHTXXXfl2sbQoUO1fft2NWnSRF988YVuueUWhYWF+a3Ttm1bzZkzR/PmzVPp0qX9lt10002qXLmy5s2bp+PHj1/0Pl2NOA7hSlTkgdypUyfVrFlT77//vs6cOeO3zMw0Y8YMlSxZUn379s2znTNnzujFF19U8+bNVbp0aZUtW1YJCQl68803lZ6enmu9zz77TDfddJPKli2rcuXK6cYbb9SyZcvy7ffZs2f16quvqm3btipbtqxKlSqlli1bauzYsUpNTQ1u54OQnp6uv/3tb+rYsaPKly+vyMhIxcXFafTo0Tp58mSu9d5//321b99epUuXVqVKlfTrX/9a69evL3Q/Zs+eLUm6+eabAy6fMGGCjh8/rsaNG+vpp5/OtZ2mTZv6vvd84403cpxZZv9+bubMmbr22msVFRWlihUrqnfv3tq0aVOubZuZZs+era5du6pSpUqKiIhQ3bp1NXz4cCUlJeVYP/sNbpmZmRo/fryaNWumyMhIValSRYMHD1ZycnKej4v3QB7osvXu3bu1atUqdejQIeCHGEnasWOHZs2aJUmaMmWKKlWqlOf2+vTpowYNGviVlShRQt27d9e5c+e0aNGiPOsjsKI4DhX09SdJy5Yt07Bhw9SiRQvf/Rb16tXTkCFDtG/fvoB10tPTNX78eF177bUqU6aMIiIiVL16dbVv317PPPOM34eyYG4aze078ezl8+bN0/XXX6/y5cvL4/Foz549vvWOHj2qUaNGqVmzZipdurTKlCmjdu3aadKkScrMzMx1H1577TXFxcUpMjJSMTExuv/++3Nc/UE+rIjUrl3bJNnKlSvtySefNEk2ffp0v3U+//xzk2QDBgyw/fv3myQL1IXDhw/bL37xC5NkISEh1rx5c2vcuLFv/a5du9q5c+dy1Js1a5aFhISYJKtUqZK1bdvWKlasaCEhITZmzBiTZLVr185R78CBA9akSROTZCVKlLD69etb48aNrUSJEibJOnbsaGfPnvWr884775gkGzRokF/57t27c93OiRMn7Prrr/ftV+3ata1Zs2YWHh5ukqxx48Z26NChHPVeffVV375Xq1bN2rRpY1FRURYREWEvvPCCSbJOnTrlfFLy0KFDB5NkH330UcDlDRo0MEk2bty4fNtKTk72PVYzZ870W+btt3cfqlatam3btrUyZcqYJCtZsqStXLkyR5vnz5+3fv36+epXr17dWrRoYaVKlfI9Dt99951fnRUrVvgeizvvvNMkWYMGDaxp06a+/jVt2tRSUlL86nmfs9DQUDMza9eunXk8Htu7d6/fes8//7xJsr///e82ffr0gI/7Sy+9ZJKsVatW+T5ueRk/frxJssGDB19UO1ebojoOFeb1Z2YWGhpqHo/HoqOjrWXLltasWTMrXbq075i0efPmHHVuvfVW33bq1atn8fHxVrNmTQsNDTVJtmHDBt+6eR1fvHI7rnrLvcfCKlWqWHx8vF1zzTW2e/duMzPbtGmTxcTEmCQLDw+3Jk2aWL169czj8Zgku+222ywzM9Ov3fT0dPvNb37ja79hw4bWokULCw0NtVq1atmwYcNMkj3zzDO59hlZLkkgb9682SRZt27d/Na5//77TZJ9+OGHeQay9wXatGlT27Fjh6983bp1VqVKFZNkTzzxhF+dAwcOWFRUlEmyJ5980tLS0sws6431yCOPWFhYWMAXckZGhrVv394kWf/+/S0pKcm3bP/+/XbdddeZJHvsscf86hUmkPv372+SrEuXLrZz505f+dGjR61v376+F3x2iYmJvjf5hAkTfG+GU6dO2R133OHbr4IE8vnz5y0iIsIk2ZEjR3IsT05O9j03iYmJQbXp/QD1+9//3q/c205YWJj95S9/sYyMDDMzO3PmjN11112+x+rCDzzeg2mrVq38Dkhnz561hx56yCRZ27Zt/ep4AzksLMyqV69ua9as8S377rvvrEaNGibJJk6c6FfvwkB+8803TZK9/PLLfus1bNjQIiIi7OjRo7kG8s0332yS7OGHHw7qccvN6tWrTZI1atTootq52hTVcagwrz8zs7///e/2ww8/+JWdPXvW90Hthhtu8Fu2fv16k2Q1a9a0LVu2+C07ceKETZo0yfbt2+crK4pADg8Pt3/84x++Y0laWpqlpaXZ6dOnrV69eibJhg8fbidOnPDV3bx5szVt2tQk2YQJE/za9X54rFChgt+H6927d1uzZs18xygCOX+XJJDNzFq1amWhoaF28OBBMzNLSUmx8uXLW3R0tKWlpeX6Rti+fbvv01igMHjvvfdMkpUuXdpOnjzpKx89erRJsvj4+ID9a968ecAX8qJFi3z1vCGe3cGDBy0qKsqioqL8QqOggbxx40ZfefZ+e505c8Zq1qxpHo/H9uzZ4yu/++67TZL169cvR51z585ZdHR0gQN53759vjdmIF9//bXvucn+psxL7969TZL16dPHr9zbTq9evXLUSU1NtapVq5oke/vtt33lhw8ftoiICCtbtqzt378/R72MjAyLj483Sfb555/7yr2BLMnmzZuXo95f//rXgH25MJCPHDliYWFh1rhxY986X375pUmyvn37mpnlGsgtW7Y0STZ+/PjcHqqgePsUGRl5Ue1cbYriOFTY119+OnbsaJLswIEDvrJZs2aZJHvkkUeCaqMoAvnCD81e3vfHhe9hr40bN5rH47G6dev6yjIzM61WrVomyd58880cdb766ivfdgnk/F2yiUHuueceZWRk+L5P+/e//63jx49rwIABKlGiRK71li1bJjNTx44d1apVqxzLb731VtWoUUNnzpzRqlWrfOUfffSRJGnIkCEB233ooYcCls+fP1+SdO+99wbsV7Vq1RQfH6/Tp0/rq6++yrXf+Xn//fclSbfffnvAIUalSpXSTTfdJDPTypUrfeVLly6VFHi/IiMj9dvf/rbAfTly5IgkqUKFCgGXnzp1yvfvC284yo13vex1sws0zjk8PFy/+93vJP3v+ZOyxu6mpqaqe/fuqlGjRo56ISEh+vWvfy0p656BC1WoUCHgd4Px8fGSpF27duW5L5UqVVKPHj20detWJSYmSvrfzUH53QTk3f9gH7fcVKxYUZKUkpKi06dPX1RbV7PCHIcu9vW3fv16Pfnkk+rVq5c6deqkjh07qmPHjtq+fbukrBsqvWrWrClJ+vjjj3X06NGL29kg5Taqwnss9L4nL9S8eXPFxsZq165dOnDggCRp69at2rdvnyIjI3NMkiRJrVu3Vrt27Yqm41eB3JPxIg0YMECPP/64pk+frj/84Q++m2S8N83kxvuibdKkScDlISEhiouL04EDB7R9+3b96le/8qvXuHHjgPVyK//2228lSRMnTtTMmTPz7NMPP/yQZ9/z4t3O+++/r9WrVwdcZ+/evX7bOX78uA4fPiyp4PuVl5SUFElSREREwOXZPzCcOXNGZcuWzbdN740zuY1nzq//3sdY+t9j9eWXX6pjx44B63lvFgn0nNSrVy9gnejoaEkKKuDuvvtuLVq0SNOnT1fz5s01Z84cVaxYUT179syznnf/L7yRqKBKlizp+/e5c+cUFRV1Ue1drQpzHCrs68/MNGzYML311lt59il78P7yl79UQkKC1qxZo5o1a6pr1666/vrr1alTJ7Vu3fqSTFiS37Hw6aef1ssvvxxwHe+H+R9++EE1atTwvW9r166tUqVK5bo9xtQH55IFctWqVXXTTTfpo48+0ueff67//Oc/iouLU9u2bfOs5z1Yeg+egVSpUkWS/9mYt172oTmB6lzIe1dwXnf7ep07dy7fdXLj3c6OHTu0Y8eOoLaTPTgKul958Z595TakJiYmxvfvnTt3BrxScaGdO3fmqJtdbs9noOfS+1jt379f+/fvz3O7gZ6T3M5OQ0KyLgiZWZ5tStJvfvMblStXTrNmzVKnTp2UnJysBx98UOHh4XnWi4mJ0ddff63du3fnu428eA/aHo/H93yh4ApzHCrs62/69Ol66623VLp0aY0dO1Zdu3ZVTEyM78PV3XffrRkzZvjNzhYSEqL//Oc/eu655/Tuu+9q4cKFvtnvateurWeffTbgmefFyO394d3vYK4EXniMyu34JBXuGHW1uqRzWXsv791zzz06f/58UGP+vGcC3jPDQLyfTrOfjXnr5TasJbf2vPW8l8rz+ruYN4Z3O5MmTcp3O97xvNnPigq6X3nxhuPJkycDDiGrXLmybyhOoEtyFzpy5Ii2bt0qKesTfyD59T/Qczlq1Kh8H6upU6fm27/CiIyMVL9+/XTo0CGNGDFCUnBjVtu3by8puMctL95ArlixokJDQy+qratdQY9DhX39zZgxQ5L0l7/8RUOGDFH9+vX9rnTkFu4VKlTQ66+/ruTkZG3YsEHjx4/XjTfeqL179+q+++7zGxPvPWPO7UPlxVyZ8e73999/n+9+e6eMze+4KxXuGHW1uqSB3KdPH0VFRWnfvn35Tqbg1bBhQ0nSli1bAi7PzMz0TbzvXTf7v3OblN8bGBfyXhoP5gz5YhRmO+XLl/eFZ0H3Ky8VKlRQrVq18my3X79+krI+QOQ17luSJk+erPT0dEVFReV6STe3fnrLsz+Xl+s5yY/3sua+fftUt25dX9jmpV+/fgoJCdGGDRsu6jKd9/XfunXrQreBLAU9DhX29ecdyxvodZKWlpbve9Xj8ahly5YaPny4PvnkEz355JOSst6DXt6z29wCML+rb3kpzH5737f79u3T2bNnA65TmGPU1eqSBnKpUqX06KOPqkuXLnrggQdUu3btfOt069ZNHo9H//3vf7Vhw4Ycy+fPn68DBw6odOnS6tChg189Sfrb3/4WsN2JEycGLPfe/PP3v//d993qpdCnTx9JWTcH/fTTT0HX69q1q6TA+5Wamqq33367UP3xfjeW2+Qiw4YNU7ly5bRlyxY9//zzubazefNmvfTSS5KybtwqX758wPUCfa92/vx5TZkyRdL/nj8pa7KS8PBwffjhh/r++++D2p9L4frrr1ffvn3VpUsXPf7440HVadCgge644w5J0uDBg/O9UWfBggUB93Ht2rWSpOuuu66AvcaFCnocKuzrz3s2HGgyjHfeeSffSWku5L0Z6uDBg76ySpUqqVy5cjp37pw2b96co87kyZMLtI3svMfCv/71r0F9rSNJcXFxqlmzps6dO6dp06blWP7111/riy++KHSfrjpFdbv2hcMN8hPMOORmzZr5jdf96quvrFq1aibJRo4cmaM97wD80aNH+41Dfuyxx/Ich9yuXTuTZDfddJN9//33fstTUlLs3//+t913331+5YUZh3z77bf7xjZeOKQrPT3dVqxYYXfeeaffxBXr16+3kJAQ83g8NnHiRN/YwdOnT9udd95ZqHHIZmZTp041Ke+JJ+bMmeMbgjZ06FA7fPiwb1laWpq99957vmFXrVu3zjHhhpn/OOTXX3/d1/+zZ8/awIEDfWMwz5w541fviSeeMElWp04dW7Fihd+yzMxMW7NmjT344IN+r4/sE4MEkttzc+Gwp2DkNuzJLGtcuXc8Z4MGDWzhwoV2/vx5v3U2bNhgAwYMMI/H4zfO1cs7ccuXX34ZdJ9QdMehwrz+hg4dapIsISHB773yn//8x8qWLWuRkZEmyd555x3fsnfffdeef/5538QcXkeOHLHOnTubJBs4cKDfMu9xpFu3bnbq1Clf+dSpU30TlwQ6ruZW7nXq1CmrW7euSVmTpniHimVfPmfOnBxDtMaNG2eSrGLFirZq1Spf+Z49e6x58+aMQy4AJwM5+0xdoaGh1qJFC99MWt7gDDRT17vvvusLkMqVK1t8fHxQM3UdPHjQWrVq5Wu/fv36lpCQYE2aNPHNolWlShW/OoUJ5FOnTlnXrl1926lVq5YlJCTYL37xCytZsqSv/MJ9e/nll33Lqlev7pvp6mJm6jpz5oyVLVvWKlasaKmpqbmuN3PmTN+EK6GhodakSRNr06aNVahQwdenLl262LFjxwLW966Tfaau+Ph4K1u2rG+c7WeffZajXlpamm8Mtrfetddeay1atPDN8iXJtm7d6qvjSiCbmSUlJflmZZNkZcqUsRYtWlibNm18H2IkWVxcXI4D3/79+83j8VjTpk2D7g+yFNVxqDCvv71791rFihVNypqBrmXLlhYbG2uS7MYbb/RNhJM9kL1hJsliYmIsPj7eb/a+mJiYHDPGbd261feeLF26tLVu3dp3ojJx4sRCB7K37Tp16piUNZtg48aNLSEhwRo2bOibOSwhIcGvTnp6uvXs2dPvNd2yZUsrUaIEM3UVkJOBbJZ1Bvj8889bs2bNrGTJkla6dGmLj4+3N954I8fZRnYrVqywG2+80aKioqxMmTLWqVMn++ijj/IdUJ+SkmJvvfWWXX/99VahQgULDw+3mjVrWseOHe25557LMYtOYQLZLOuMfMaMGda9e3erXLmyhYWFWbVq1SwhIcFGjhxpa9euDVhv7ty5lpCQYCVLlrQKFSpYz549bd26dfmGUF6GDBlikmzhwoV5rpeUlGSjRo2yVq1aWfny5S08PNxiYmKsb9++Nn/+/DzrZn+OZ8yYYfHx8VaqVCkrV66c9erVyzZu3Jhn/Q8++MB69+5tVatWtbCwMIuOjrY2bdrYsGHD7NNPP/XN/GXmViB7LV682O666y6rU6eOlSpVyiIiIqx27dp266232pw5cwJORjN27FiTgpu2FP6K+jhUkNefWdaMcH379rVy5cpZZGSkxcXF2XPPPWepqak2aNCgHIG8b98+e/XVV61r165Wq1Yti4yMtEqVKlnr1q3txRdfzPWDbmJiov3qV7+yMmXKWOnSpa19+/a2ePFiM8t/YpD8nDx50saMGWMJCQlWtmxZi4iIsNjYWOvcubP9+c9/znE2b5Z1JfKVV16xhg0bWnh4uFWrVs0GDx5sSUlJ9swzzxDIQfKYBfllAX52du/erbi4OF133XW5/kzdxcrvrlD4S09PV6NGjXT69Gnt3LmT8cfAVeSS3tQFt9WpU0cPPfSQPv7441wnK8HlNWPGDO3atUvPPPMMYQxcZS7ZxCC4MowePVrlypW7bNP2IW8ej0cvvPCC/t//+3/F3RUAlxmXrHFJcckaAILDJWsAABzAJWtcUpwZA0BwOEMGAMABBDIAAA4gkAEAcACBDACAAwhkAAAcQCADAOAAAhkAAAcQyAAAOIBABgDAAf8fYzndNYNzKUQAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -170,9 +178,9 @@ " mass transport coeff top: 3.87×10⁻⁶ m/s\n", " mass transport coeff wall: 0.00×10⁰ m/s\n", "Source:\n", - " TBR: 2.69×10⁻⁴ particle/n\n", + " TBR: 5.25×10⁻⁴ particle/n\n", " neutron rate: 1.30×10⁹ n/s\n", - " neutron rate * TBR: 3.50×10⁵ particle/s\n", + " neutron rate * TBR: 6.82×10⁵ particle/s\n", "Geometry:\n", " volume: 1000.00 cm³\n", " top area: 153.94 cm²\n", @@ -199,12 +207,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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vv8Xo6GixRo0aore3t/jGG2+IP//8c4mrPBo2bKgXQ2hoqNirVy+94wDEcePGlfqaS3ttoiiKCQkJYq9evURPT0/RwcFBDAwMFHv16qVzvqGVKsY89vbt2+Krr74q+vj4iC4uLmKHDh3EgwcP6q2UWLJkidiuXTvRy8tLVCqVYkhIiPjqq6+Kly9f1nnOlJQUccSIEWJgYKDo4OAgent7i+3atRPnzp2rc15ERITo5+dX6nsjiiX/fmio1Wpx0aJFYu3atUUnJyexZcuW4t69ew2u8nj8PS5p5ZQhoaGhIoAS/zz6vmueq6Q/Ja1gIqrKBFE04ysDEVEZcnJy4OnpieXLlxucb0FElR+XjRKRRR04cACBgYEYNWqUtUMhIgtiDwURERGZjT0UREREZDYmFERERGQ2JhRERERkNiYUREREZDYmFERERGQ2JhRERERkNiYUREREZDYmFERERGQ2JhRERERkNiYUREREZDYmFERERGQ2JhRERERkNiYUREREZDarJhQHDhxAnz59EBAQAEEQsGXLFp37RVHErFmzEBAQAGdnZ0RGRuLs2bPWCZaIiIgMsmpCce/ePTRt2hQff/xxifcvWrQIS5cuxccff4zExET4+fmhW7duyMnJqeBIiYiIqDSCKIqitYMAAEEQEB8fj/79+wMo7p0ICAhAbGwsJk2aBADIz8+Hr68vFi5ciNGjR1sxWiIiInqUbOdQpKSkIC0tDdHR0dpjjo6O6Ny5Mw4fPmzFyIiIiOhx9tYOwJC0tDQAgK+vr85xX19fXLlyxeDj8vPzkZ+fr70tiiIKCgrg5eUFQRAsEywREZGNk21CofF4EiCKYqmJwfz58zF79my947///jvcf/0VRd27w85Oth0zNkWtViMzMxOenp5sExlge8gP20R+bLFN6tevb9R5sk0o/Pz8ABT3VPj7+2uPp6en6/VaPGrKlCmIi4vT3s7OzkZwcDBq166N3BMn4BseDoVCYbnAyWgqlQrJyckIZ5vIAttDftgm8sM2MUy2CUVYWBj8/Pywa9cuNG/eHABQUFCAhIQELFy40ODjHB0d4ejoqHdcoVBAEAQoFAr+EMiInZ0d20RG2B7ywzaRH7ZJyayaUNy9exfJycna2ykpKTh58iQ8PT0REhKC2NhYzJs3D3Xr1kXdunUxb948uLi4YOjQoVaMmoiIiB5n1YTi2LFj6NKli/a2Zqhi+PDh+Prrr/Huu+8iNzcXY8eOxe3bt9GmTRvs3LkTrq6u1gqZiIiISmDVhCIyMhKllcEQBAGzZs3CrFmzKi4oIiIiMpltTFElIiIii2JCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGazt3YAREREZL5zKddQpFIZvL9GNReE+PtY7PmZUBAREVUBPcdNw/WMWwAAtVqEWq2GQmEHQRAAAP27tMOGRdMs9vxMKIiIiKqAS9vWaP/904Hf0e+tmbi+83/w9nSvkOdnQkFERGQlKpUKB5P+QGpGJvy9PdGxeSMoFAqLPNfRP87jw7XxOH/5GsJDAvHGkH5o36yh9v4RM5dgRP/u2LTrIA6f/BOhAb6YNmoImtWrY9T1OSmTiIjICjbvOYTavYYjatQkvDR1IaJGTULtXsOxec8hyZ/r15Nn0TEmDh41qmPO2OEI8K6JLiMnYvdvJ7TnrP9lP4ZMmo8a1Vzwn/HDUd3FCZ1i3jb6OdhDYQJRFFFYVIS8/AIUqdTaYyX9DQDiI48jfSqVCjfv5KDGrdsWy8jJeGwP+WGbyI9UbfLzwd8xavZyveP/3LiJQe/MxRczY9GrYxujriUAcHCwh0cNV4PnrFj3f+japgU+njIeANCzY2tcS8vA8rXx6PpUC+15UW2aY8644QCA6LYROP13itGviQmFAUnnkrFxxwEc/eMcrqSm48at28jNL2ByQEREFldSslGWhK+WoEPzhiXfd+w0prz6gs6x6HYRmLB4pc6xrk811/5bEAQ83bqZ0c/PhOIxWTn3MGLWEmzZe9jaoRAREUkiv6AQTo5KnWPOjkoUFBZCFEXtShAnpf45xmJC8Yg7OXfRKeZtnL14BQqFHQY83R7PtG+FJ0ID4e/liWrOTnBSKuGodIC9QoEH77+2IUr7N+lTqVS4cOEC6taty+5cGWB7yA/bRH6MaZPNew5hwuKV+OfGTe2xIF8vLJs4Bs9GdcC67fvw0tSFZT7Xd/MmYUiPLpLE3bhuLZz++5LOsdN/X0Lj8DCdz6o/ki9jYLeO2ttnki8b/RxMKB4xbt7HOHvxCgK8ayJ+2Uy0bPiEtUMiIqJKZPOeQ3h+4lw8Pjp+Pf0mnp84FxsXT4e/t6dR1zL2PGO82CsKb3/wOZ6N6oAurZri15NnseqH7Zg5+kWd81b9sA39n26Hpk/Uxo8Jv+GnA78b/RxMKB44+sd5rP9lPwRBwOZl7zGZICIik6hUKkxYvFIvmQAAUQQEAYhb/Dn+3vpfBPl64Xr6zRLPFQQgyMcbHZs3KncsCjs7VHN20t4eOeAZ/JOWgefenoOCwiLYKxQYM6gX3hjSX+dx4wb3wYDY2biVlQ1BEDDvjRijn5MJxQMr1m0BALzY82m0aljPusEQEVGlczDpD51hjseJInDtRgYOn/4LyyaOwfMT50IQoJNUaEYflk4cbdYwV48OrZB9eIv2tp2dHeaMG44pr76A1JuZ8KvpAZdHEg6NFk/WRfJPg/HPjZuo6V4D1V2cjX5O1qEAcC83D5v3/AoAGD+kr5WjISKiyig1I9Po856N6oCNi6cj0MdL574gH29sXDwdz0Z1sESIcHZyRO0g/xKTCQ2FQoHQAF+TkgmAPRQAgJ1HjiMvvwBhgX5o2YBDHUREZDpT50Y8G9UB/SLbVlilzLLUCw3SGSYxFRMKALt/SwIA9OrYmisziIioXDo2b2Ty3AiFQoHIlk0rMErDkjZ+ZtbjOeQB4MipPwEAnSKaWDkSIiKqrBQKBZZNHAPg4VwIDanmRsiZzScUOffua9fZtm3ypHWDISKiSs1acyPkwOaHPP5Ivgy1Wo1AHy8E+NS0djhERFTJyW1uREWx+YTiz0tXAQAN6oRYORIiIqoq5DQ3oqLY/JDHnxevAAAa1A61ciRERESVl80nFH+lXAMA1A8LtnIkRERElZfNJxSX/00DAIQHB1g5EiIiosrLphMKURRxNS0DABDq72PlaIiIiCovm04oMm5nITcvH4IgINjP29rhEBERVVo2nVBcSb0BAPD38oTSwcHK0RAREVVeNp1QXE0tHu4IYe8EERGRWWw6obhxq3hnOH9vFrQiIiIyh40nFHcAAD6e7laNg4iIqLKTdUJRVFSE6dOnIywsDM7OzqhduzbmzJkDtVotyfVvZN4GAPjWdJfkekRERLZK1qW3Fy5ciJUrV+Kbb75Bw4YNcezYMcTExMDNzQ1vvfWW2dd/2EPhYfa1iIiIbJmsE4ojR46gX79+6NWrFwCgVq1aWLduHY4dOybJ9dNvsYeCiIhICrJOKDp06ICVK1fi77//xhNPPIFTp07h0KFDWL58ucHH5OfnIz8/X3s7OzsbAKBSqSCKIlQqlfa+9Mw7AABvdzed41QxVCoV1Go133uZYHvID9tEfmyxTYzdJVXWCcWkSZOQlZWF+vXrQ6FQQKVS4f3338eQIUMMPmb+/PmYPXu23vFLly7BPTcXycnJsLMrnjqS9qCH4n72HVy4cMEyL4IMUqvVyMzM1GkTsh62h/ywTeTHFtukfv36Rp0n64Riw4YN+O677/C///0PDRs2xMmTJxEbG4uAgAAMHz68xMdMmTIFcXFx2tvZ2dkIDg5G7dq1kXviBHzDw6FQKFBYVIT7ecU9Gc2aNISXu1uFvCZ6SKVSITk5GeEP2oSsi+0hP2wT+WGbGCbrhGLixImYPHkyXnjhBQBA48aNceXKFcyfP99gQuHo6AhHR0e94wqFAoIgQKFQQKFQIDMrR3tfTTc3/mBYiZ2dnbZNyPrYHvLDNpEftknJZN1fc//+fb0uJYVCIcmy0Ts59wAArtVcYG/PHwoiIiJzyLqHok+fPnj//fcREhKChg0bIikpCUuXLsWIESPMvvbtnLsAAA/X6mZfi4iIyNbJOqFYsWIFZsyYgbFjxyI9PR0BAQEYPXo03nvvPbOvfTu7eMjD3bWa2dciIiKydbJOKFxdXbF8+fJSl4mW1+3sBz0UNdhDQUREZC5Zz6GwJE1C4V7D1cqREBERVX42m1Bk5bCHgoiISCo2m1DcuVu8ysO9OudQEBERmcukORRZWVmIj4/HwYMHcfnyZdy/fx/e3t5o3rw5unfvjnbt2lkqTsnl3MsFANSo7mLlSIiIiCo/o3ooUlNTMWrUKPj7+2POnDm4d+8emjVrhqioKAQFBWHfvn3o1q0bGjRogA0bNlg6Zknk3L8PAKju4mzlSIiIiCo/o3oomjZtipdffhlHjx5Fo0aNSjwnNzcXW7ZswdKlS3Ht2jW88847kgYqtbv38wAA1ZyZUBAREZnLqITi7Nmz8Pb2LvUcZ2dnDBkyBEOGDEFGRoYkwVnS3fvFQx6u1ZhQEBERmcuoIY+ykglzz7cGTUJRnT0UREREZjO5sNXWrVuNPrdv376mXr7CsIeCiIhIOiYnFP3794cgCBBFUef448cEQYBKpTI/QgvRrPLgpEwiIiLzmVyHYufOnWjWrBm2b9+OO3fuICsrC9u3b0eLFi2wY8cOqNVqqNVqWScTAHA3VzPk4WTlSIiIiCo/k3soYmNjsXLlSnTo0EF7rHv37nBxccFrr72Gv/76S9IALUWzysO1GutQEBERmcvkHoqLFy/Czc1N77ibmxsuX74sRUwWV1BYiILCQgBAdRf2UBAREZnL5ISiVatWiI2NRWpqqvZYWloa3n77bbRu3VrS4CxF0zsBcJUHERGRFExOKL766iukp6cjNDQU4eHhCA8PR0hICFJTU/Hf//7XEjFKTrPCw1HpAAcHWe/gTkREVCmY/GkaHh6O06dPY9euXTh37hxEUUSDBg3QtWtXCIJgiRgldy9XUyWTwx1ERERSKNfXc0EQEB0djejoaKnjqRD38/IBAM6OjlaOhIiIqGowacgjJycHx48fx927dwEAJ06cwMsvv4xBgwZh7dq1FgnQEnLzNQmF0sqREBERVQ1G91AcOHAAvXv3xt27d+Hh4YF169Zh4MCBCAwMhEKhwObNm3H//n2MGjXKkvFKIje/AADg7MSEgoiISApG91BMnz4dgwYNwtWrVxEbG4vBgwdj/Pjx+Ouvv/DHH39g9uzZ+OSTTywZq2RyOeRBREQkKaMTitOnT2PixIkICgrCpEmTkJ2djcGDB2vvf+GFF3Dx4kWLBCk1bQ8FhzyIiIgkYXRCkZ2dDU9PTwCAUqmEi4sLXF1dtfe7urri/v370kdoAZo5FE7soSAiIpKE0QmFIAg6y0Ifv12Z5OZxDgUREZGUjJ6UKYoioqKiYG9f/JD79++jT58+UCqLP5SLioosE6EF5OVzDgUREZGUjE4oZs6cqXO7X79+euc899xz5kdUATiHgoiISFrlTigqs1z2UBAREUnK5L08qgLOoSAiIpKWUQnFM888g8OHD5d5Xk5ODhYuXCj7ehQPhzzYQ0FERCQFo4Y8Bg0ahOeffx6urq7o27cvWrZsiYCAADg5OeH27dv4888/cejQIWzbtg29e/fG4sWLLR23WVh6m4iISFpGJRSvvvoqhg0bhk2bNmHDhg344osvcOfOHQDFy0cbNGiA7t274/jx46hXr54l45XEwyEP9lAQERFJwehJmUqlEkOHDsXQoUMBAFlZWcjNzUXNmjXh4OBgsQAt4WFhK/ZQEBERSaFc25cDgJubG9zc3KSMpcJw2SgREZG0bHKVR/6DhII9FERERNKwyYSi4EFVT8dKNlRDREQkVzaZUOQXFAIAHJVMKIiIiKTAhIKIiIjMZnJC8corr+DAgQOWiKXCFBQVJxRKeyYUREREUjA5ocjJyUF0dDTq1q2LefPm4fr165aIy6LYQ0FERCQtkxOKH374AdevX8f48ePx/fffo1atWujRowc2bdqEwsJCS8QoOSYURERE0irXHIqaNWvirbfeQlJSEo4ePYrw8HAMGzYMAQEBmDBhAi5cuCB1nJIqKCxe5aF0KHcZDiIiInqEWZMyU1NTsXPnTuzcuRMKhQI9e/bE2bNn0aBBAyxbtkyqGCWX/6AnhctGiYiIpGFyQlFYWIgffvgBvXv3RmhoKL7//ntMmDABqamp+Oabb7Bz5058++23mDNnjiXiNZsoihzyICIikpjJff7+/v5Qq9UYMmQIjh49imbNmumd0717d7i7u0sQnvRUKjVEUQQAKNlDQUREJAmTE4ply5Zh0KBBcHJyMniOh4cHUlJSzArMUvIfmTjKHgoiIiJpmDzksW/fvhJXc9y7dw8jRoyQJChL0gx3AJxDQUREJBWTE4pvvvkGubm5esdzc3OxZs0aSYKypIIHyZAgCFAobLJQKBERkeSMHvLIzs6GKIoQRRE5OTk6Qx4qlQrbtm2Dj4+PRYKUUv6DJaOOSgcIgmDlaIiIiKoGoxMKd3d3CIIAQRDwxBNP6N0vCAJmz54taXCWoF3hweEOIiIiyRidUOzbtw+iKOLpp5/GDz/8AE9PT+19SqUSoaGhCAgIsEiQUtIMebCoFRERkXSM/lTt3LkzACAlJQUhISGVdrhAk1BwhQcREZF0jEooTp8+jUaNGsHOzg5ZWVk4c+aMwXObNGkiWXCWwKJWRERE0jMqoWjWrBnS0tLg4+ODZs2aQRAEbXGoRwmCAJVKJWmA169fx6RJk7B9+3bk5ubiiSeewH//+19ERESU63rafTy4dTkREZFkjEooUlJS4O3trf13Rbl9+zbat2+PLl26YPv27fDx8cHFixfNqsKZzyEPIiIiyRmVUISGhmr/7e3tDRcXF4sF9KiFCxciODgYq1ev1h6rVauWWdfkkAcREZH0TF7q4OPjg/79+2PYsGHo1q0b7OwsVxxq69at6N69OwYNGoSEhAQEBgZi7NixGDVqlMHH5OfnIz8/X3s7OzsbQHGtDFEUkZdfAABwsFdIPjxDplGpVFCr1WwHmWB7yA/bRH5ssU0UCoVR55mcUKxZswbr1q3DgAEDUKNGDQwePBgvvfQSWrVqZXKQZbl06RI+++wzxMXFYerUqTh69CjefPNNODo64uWXXy7xMfPnzy+xHsalS5fgnpuLa//8AwAoKizEhQsXJI+ZjKdWq5GZmYnk5GSLJqZkHLaH/LBN5McW26R+/fpGnSeIJc2uNEJOTg42bdqEdevWYd++fQgLC8NLL72E9957rzyXK5FSqUTLli1x+PBh7bE333wTiYmJOHLkSImPKamHIjg4GBkZGcjdtAk7fULx2n8+xDPtWmLrR/IvxFWVqVQqJCcnIzw83OgMmCyH7SE/bBP5scU2sVgPhYarqytiYmIQExODP//8Ey+++CJmz54taULh7++PBg0a6Bx78skn8cMPPxh8jKOjIxwdHfWOKxSK4lUoajUAwMHB3mZ+GOTMzs4OCoWCbSETbA/5YZvID9ukZOXur8nLy8PGjRvRv39/tGjRArdu3cI777wjZWxo3749zp8/r3Ps77//1pkkaqrCouJlo/b8QSAiIpKMyT0UO3fuxNq1a7FlyxYoFAoMHDgQO3bs0FbSlNKECRPQrl07zJs3D88//zyOHj2KVatWYdWqVeW+ZpHqQQ+FPUtvExERScXkT9X+/fujV69e+Oabb9CrVy84WHCTrVatWiE+Ph5TpkzBnDlzEBYWhuXLl+PFF18s9zU1PRQODuyhICIikorJCUVaWhpq1KhhiVhK1Lt3b/Tu3Vuy62kTCvZQEBERScaoT9Xs7GydJEJT26EkFZlslEdhUfHaYQd79lAQERFJxaiEwsPDA6mpqfDx8YG7u3uJO42KomiRvTykxh4KIiIi6Rn1qbp37154enoCAPbt22fRgCztYQ8FEwoiIiKpGPWp+ugKjrCwMAQHB+v1UoiiiGvXrkkbnQUUaZeN2kaFMyIioopg8qdqWFgYMjIy9I5nZmYiLCxMkqAsictGiYiIpGdyQqGZK/G4u3fvwsnJSZKgLIlzKIiIiKRn9KdqXFwcAEAQBMyYMUNnC3OVSoXff/8dzZo1kzxAqT1MKLjKg4iISCpGJxRJSUkAinsozpw5A6VSqb1PqVSiadOmkpfetgROyiQiIpKe0Z+qmtUdMTEx+PDDD2Vfb8IQ9lAQERFJz+Q5FMuXL9eulHhUZmZmqQWv5II9FERERNIzOaF44YUXsH79er3jGzduxAsvvCBJUJak6aHgtrNERETSMTmh+P3339GlSxe945GRkfj9998lCcqSilh6m4iISHImJxT5+fklDnkUFhYiNzdXkqAsqUjFIQ8iIiKpmZxQtGrVCqtWrdI7vnLlSkREREgSlCU93L6cCQUREZFUTP5Uff/999G1a1ecOnUKUVFRAIA9e/YgMTERO3fulDxAqXG3USIiIumZ3EPRvn17HDlyBMHBwdi4cSN+/PFHhIeH4/Tp0+jYsaMlYpQUK2USERFJr1yfqs2aNcPatWuljqVCsIeCiIhIemZ9Tc/NzUVhYaHOMbkXvCrU7jbKhIKIiEgqJg953L9/H+PHj4ePjw+qV68ODw8PnT9yV1TE3UaJiIikZnJCMXHiROzduxeffvopHB0d8eWXX2L27NkICAjAmjVrLBGjpDiHgoiISHomf6r++OOPWLNmDSIjIzFixAh07NgR4eHhCA0Nxdq1a/Hiiy9aIk7JFKm4lwcREZHUTO6hyMzMRFhYGIDi+RKZmZkAgA4dOuDAgQPSRmcB3MuDiIhIeiYnFLVr18bly5cBAA0aNMDGjRsBFPdcuLu7SxmbRXC3USIiIumZnFDExMTg1KlTAIApU6Zo51JMmDABEydOlDxAqbGHgoiISHomf6pOmDBB++8uXbrg3LlzOHbsGOrUqYOmTZtKGpwlcNkoERGR9Mz+mh4SEoKQkBApYqkQ2mWjDkwoiIiomEqlwsGkP5CakQl/b090bN4ICn7xNInN9fur1MVDHuyhICIiANi85xAmLF6Jf27c1B4L8vXCsolj8GxUBytGVrmYPIeisitSFfdQKOxs7qUTEdFjNu85hOcnztVJJgDgevpNPD9xLjbvOWSlyCofm/pUFUURanVxQsEeCiKiykulUmH/sVNYt30f9h87BZVKVa5rTFi8EqKof5/mWNziz8t1bVtkU0Meqkd+auy5bJSIqFKSaojiYNIfej0TjxJF4NqNDBxM+gORLeW/6MDaytVDcfHiRUyfPh1DhgxBeno6AOCXX37B2bNnJQ1OakXqhwkFhzyIiCofKYcoUjMyJT3P1pn8qZqQkIDGjRvj999/x+bNm3H37l0AwOnTpzFz5kzJA5SS+tEeCg55EBFVKlIPUfh7e0p6nq0zOaGYPHky5s6di127dkGpVGqPd+nSBUeOHJE0OKnp9FAo2ENBRFSZmDJEYYyOzRshyNcLglDy/YIABPt6o2PzRuUJ1+aY/Kl65swZDBgwQO+4t7c3bt26JUlQlsIeCiKiykvqIQqFQoFlE8cAgF5Sobm9dOJo1qMwkskJhbu7O1JTU/WOJyUlITAwUJKgLKXokYTCjnMoiIgqlLkrMywxRPFsVAdsXDwdgT5eOseDfLyxcfF01qEwgcmrPIYOHYpJkybh+++/hyAIUKvV+PXXX/HOO+/g5ZdftkSMklE9WDKqUNhBMNTHRUREkpNiZYZmiOJ6+s0S51EIQnEiYOoQxbNRHdAvsi0rZZrJ5K/p77//PkJCQhAYGIi7d++iQYMG6NSpE9q1a4fp06dbIkbJaJaNcriDiKjiSLUyw5JDFAqFApEtm2JIjy6IbNmUyUQ5mJxQODg4YO3atfj777+xceNGfPfddzh37hy+/fZb2TeAZlIml4wSEVUMqVdmcIhCvkwe8khISEDnzp1Rp04d1KlTxxIxWYxmUiaLWhERVQxLFI/iEIU8mZxQdOvWDX5+fhg6dCheeuklNGpUeZbTaHooOORBRFQxLFU8SjNEQfJhct//v//+i3fffRcHDx5EkyZN0KRJEyxatAj//POPJeKTlGYOBYc8iIgqBotH2Q6TP1m9vLwwfvx4/Prrr7h48SIGDx6MNWvWoFatWnj66actEaNkVOyhICKqUCweZTvM+qoeFhaGyZMnY8GCBWjcuDESEhKkissiVOLDZaNERGR5LB5lO8r9yfrrr79i7Nix8Pf3x9ChQ9GwYUP89NNPUsYmOfZQEBFVPK7MsA0mT8qcOnUq1q1bh3///Rddu3bF8uXL0b9/f7i4uFgiPklpKmWyh4KIqGJxZUbVZ3JCsX//frzzzjsYPHgwvLy8yn6AjLCHgojIergyo2ozOaE4fPiwJeKoEKyUSUREZBlGJRRbt25Fjx494ODggK1bt5Z6bt++fSUJzBJUrJRJRERkEUYlFP3790daWhp8fHzQv39/g+cJgmDy7nEVScVKmURERBZhVEKhfrBL5+P/rmy0y0bZQ0FUKpVKxclzRGQSkz9Z16xZg/z8fL3jBQUFWLNmjSRBGTJ//nwIgoDY2NhyPZ6lt4nKFr/3V9TuNRxRoybhpakLETVqEmr3Gm70jpBEZJtMTihiYmKQlZWldzwnJwcxMTGSBFWSxMRErFq1Ck2aNCn3NTgpk6h0u46ewgvvzjN7m2kisj0mJxSiKEIooYbqP//8Azc3N0mCetzdu3fx4osv4osvvoCHh0e5r6OdlMk6FER6VCoV5n8TjxJ2mS7XNtNEVDaVWoXEtERsu7QNiWmJUKkr7++X0ctGmzdvDkEQIAgCoqKiYG//8KEqlQopKSl45plnLBLkuHHj0KtXL3Tt2hVz584t93W0m4Oxh4JIz6Gks7iRecfg/eXZZpqIDNt9ZTcWHF2AG/dvaI/5uvhicuvJ6Bra1YqRlY/RCYVmdcfJkyfRvXt3VK9eXXufUqlErVq18Nxzz0ke4Pr163HixAkkJiYadX5+fr7OHI/s7GwAxUlPkVozKVPeq1FshUqlglqtZlvIxPX0m2WfBOD6jZtsswrC3xH5kapN9lzdg3cOvAPxsT7B9PvpiNsfhw86fYCokCiznkMqxn4JNzqhmDlzJgCgVq1aGDx4MJycnMoXmQmuXbuGt956Czt37jT6+ebPn4/Zs2frHb906RLy8gsAAPl5ebhw4YKksZLp1Go1MjMzkZycDDuuvLE6dX6uUeep8u/z96eC8HdEfqRoE5WowryT8/SSCQDaY/N+m4fAvEAoBOv3qNevX9+o8wRRFEsaMpWFLVu2YMCAATrZkUqlgiAIsLOzQ35+vl7mVFIPRXBwMDIyMvDVfz7AlAMn0afzU/hhyYwKex1UMpVKheTkZISHh3MYSgYKCgpQp/crSM/MKnEehQAg0NcLF7Z+xfaqIPwdkR8p2iQxLRGjdo8q87wvun6BVn6tyvUcUpK8h0JDpVJh2bJl2LhxI65evYqCggKd+zMzM029pEFRUVE4c+aMzrGYmBjUr18fkyZNKvFFOjo6wtHRUe+4QqHQWeXBX055sLOzg4LtIQtKpRJThj+LCctWQxAeTsQEHm4zvWziGCiVSusEaKP4OyI/xrSJSq3CifQTyLifAW8Xb7TwaQGFXfH5mfnGfU5m5mdWqnY3OaGYPXs2vvzyS8TFxWHGjBmYNm0aLl++jC1btuC9996TNDhXV1c0atRI51i1atVQs2ZNvePGYKVMotJ1a90U6xdNxdtLVuksHQ3y8cbSiaO5zTSREcqabOnt4m3UdYw9Ty5MTijWrl2LL774Ar169cLs2bMxZMgQ1KlTB02aNMFvv/2GN9980xJxSoJ7eRCVbcDT7THg6faslElUDruv7Ebc/jiDky2XRi5Fl+Au8HXxRfr99BLnUQgQ4OviixY+LSoqbEmYnFCkpaWhcePGAIDq1atri1z17t0bM2ZYfl7C/v37y/1YFrYiMg63mSYynUqtwoKjCwxOthQgYOHRhegS3AWTW09G3P44CBB0zhdQPL44qfUk7RBJZWHyV/WgoCCkpqYCAMLDw7Fz504AxZUsS5q7ICeaHgoOeZA1qFQq7D92Cuu278P+Y6e4FJCoijmRfkJnmONxIkSk3U/DifQT6BraFUsjl8LHxUfnHF8XXyyNXFq161BoDBgwAHv27EGbNm3w1ltvYciQIfjvf/+Lq1evYsKECZaIUTJFHPIgK9m85xAmLF6pOy/B1wvLJo7hvASiKiLjfoZJ53UN7YouwV0MTt6sbExOKBYsWKD998CBAxEUFITDhw8jPDwcffv2lTQ4qak55EFWsHnPITw/cS4eX6Ct2R9j4+LpTCqIqoDyTLZU2ClksTRUCiYnFI976qmn8NRTT0kRi8UVabYv514eVEFUKhUmLF6pl0wAxcsyBaF4f4x+kW056ZGokmvh06JKTrY0llEJxdatW42+oJx7KVTcvpwq2MGkP/R27nwU98cgqjoUdooqOdnSWEYlFJp9PMoiCPLeI0O7ORjnUFAFSc0wroCNsecRkWWUVojKFJrJliXVoZjUelKlnGxpLKMSCvWDTbUquyKu8iATqVQqs+ox+Ht7SnoeEUlP6l0/q9pkS2OZPYeiMlGzh4JMIMXKjI7NGyHI1wvX02+WOI9CEIqrUHZsbnrlVyIynzGFqMqTVFSlyZbGMjmhmDNnTqn3S11+W0oc8iBjSbUyQ6FQYNnEMXh+4lyD+2MsnTiaEzKJrMCUQlRVvXdBCiYnFPHx8Tq3CwsLkZKSAnt7e9SpU0fWCYW2h4KrPKgUUq/MeDaqAzYunq7f28H9MYisypRCVLbW21AeJicUSUlJeseys7PxyiuvYMCAAZIEZSmahMJOYEJBhlliZcazUR3QL7It98cgkhFTC1FR6SSZQ1GjRg3MmTMHvXv3xrBhw6S4pEVoNwdjDwWVwlIrM7g/BpG8VNVdP61FskmZd+7c0W4UJleatSqcQ0Glrd7gygwi22DrhaikZnJC8dFHH+ncFkURqamp+Pbbb/HMM89IFpglqB/0UNgxobBpZa3e4MoMIvmTom6ErReikprJCcWyZct0btvZ2cHb2xvDhw/HlClTJAvMEtTgKg9bZ+zqDa7MIJIvKetG2HIhKqmZnFCkpKRYIo4KodL2UAhWjoSswZTVG1yZQSRPlqgbYauFqKTGwlZkM0xdvcGVGUTyYsm6EbZYiEpqJicUeXl5WLFiBfbt24f09HS9stwnTpyQLDipPeig4CoPG1We1RtcmUEkH6wbIW8mJxQjRozArl27MHDgQLRu3RqCUHmGDzSVMgXWobBJXL1BVLmxboS8mZxQ/Pzzz9i2bRvat29viXgsipUybRtXbxBZl7krM1g3Qt5MTigCAwPh6upqiVgsjnMobBv31TCeVFs5E2lIsTKDdSPkzeRP1iVLlmDSpEm4cuWKJeKxKM2QB+tQ2C7N6o1AHy+d40E+3kZv+FXV7bm6B91/6I4RO0Zg0sFJGLFjBLr/0B27r+y2dmhUSWlWZjw+/0GzMsPYny1N3QjgYZ0IDdaNsD6TeyhatmyJvLw81K5dGy4uLnBwcNC5PzPTtHLEFUk7KZMJRaVRWkXL8uLqDcN+z/wdSy4skXwrZ7JdUq/MYN0I+TI5oRgyZAiuX7+OefPmwdfXt1JNytRuDsY6FJVCWRUtzcHVG/pUahVWX1nNrZxJUpZYmcG6EfJkckJx+PBhHDlyBE2bVr7/jFWcQ1FpGFvRkqRzIv0EbhXcMng/l+RReVhqZQbrRsiPyZ+s9evXR25uriVisbiHqzyYxcpZWRUtgeKKliqVqmIDq+Ju5hou+vUoLskjU3Blhu0wOaFYsGAB3n77bezfvx+3bt1Cdna2zh850w55VKJhGltkSkXLykSlViExLRHbLm1DYloiVGp5JURezl5lnwT+x0+m0azMeHwSpYYAAX4uflyZUQWYPOSh2VE0KipK57goihAEQdbfGjV7ebAOhbyVp6Kl3Em5mZGltPBpgZrKmsgsyOSSPJIMd/S0HSYnFPv27bNEHBVCs9uoHStlylpVq2hpic2MLEFhp0BMaAyWXFjC//hJUlyZYRtMTig6d+5siTgqhGbbEfZQyFtVqmhpyc2MLKGNZxt80OkDLDq2iP/xk6S4MqPqMzmhOHDgQKn3d+rUqdzBWJqmh4KrPCzL3NoRVamiZWXczCgqJApRoVH8j58kx5UZVZvJCUVkZKTesUdrUVSGORSsQ2E5UtWO0FS01LuWjzeWThxdaZaMVtbNjPgfPxGZyuSE4vbt2zq3CwsLkZSUhBkzZuD999+XLDBL4F4eliV17YiqUNGSS+aIyFaYnFC4ubnpHevWrRscHR0xYcIEHD9+XJLALIF1KCynrNoRglBcO6JfZFuThz8qc0VLbmZERLZCsq/q3t7eOH/+vFSXswgV61BYDGtHlIybGRGRrTC5h+L06dM6t0VRRGpqKhYsWCD7ctwPeyg45CE11o4wjEvmiMgWmJxQNGvWDIIgQHysb/upp57CV199JVlglqDZbZR1KKTH2hGl45I5IqrqTE4oUlJSdG7b2dnB29sbTk5OkgVlKSr2UFgMa0eUjSsniKgqM/mTNTQ0VOdPcHBwpUgmAGh7VbjKQ3qa2hHAw1oRGlW5dgQRERUz+pN17969aNCgQYkbgGVlZaFhw4Y4ePCgpMFJTTspk3UoLEJTOyLQR3eTqSAfb9ltN17aZMvKWjuCiMiajB7yWL58OUaNGoUaNWro3efm5obRo0dj6dKl6Nixo6QBSkk75GEj49bmVqwsj8pQO6KsyZasHUFEZDqjE4pTp05h4cKFBu+Pjo7GBx98IElQlqIZ27eFORRSVawsDznXjjBmsmWX4C6sHUFEZCKjP1lv3LgBBwcHg/fb29sjI0PeXcC2UodCU7Hy8boQmoqVm/ccslJk1lXWZEsAWHi0OGlm7QgiItMYnVAEBgbizJkzBu8/ffo0/P39JQnKUmyhDkVZFSuB4oqVct5zxVJMmWypqR3h4+Kjc46vi69sthsnIpITo4c8evbsiffeew89evTQW9WRm5uLmTNnonfv3pIHKCW1toei6iYUplSslOuwhKWYOtmStSOIiIxndEIxffp0bN68GU888QTGjx+PevXqQRAE/PXXX/jkk0+gUqkwbdo0S8ZqNs1uo1W5h6IqVqyUSnkmW7J2BBGRcYxOKHx9fXH48GG8/vrrmDJliramgyAI6N69Oz799FP4+vpaLFApqB/8Lcc6FFKtyKhqFSulxI26iIgsx6RKmaGhodi2bRtu376N5ORkiKKIunXrwsPDw1LxSUqt1tShkFdCIeWKjKpUsRIonkgp1ZCDZqOuuP1xECDoJBWcbElEZJ5yfbJ6eHigVatWaN26daVJJoBH61DIJ6GQekVGVapYufvKbnT/oTtG7BiBSQcnYcSOEej+Q3fsvrK73NfkZEsiIssweS+PykxuqzzKWpEhCMUrMvpFtjUpAdBUrNTr9fDxxtKJo2VVsdIQqTfnehQnWxIRSc9mEgpRfPjRJJc6FJZckVEZKlYaYqnNuR7FyZZERNKSx1d1A+bPn49WrVrB1dUVPj4+6N+/P86fP1+ua6nVau2/zf1QValU2H/sFNZt34f9x06Vu6aDpVdkaCpWDunRBZEtm1aKZALg5lxERJWRrHsoEhISMG7cOLRq1QpFRUWYNm0aoqOj8eeff6JatWomXUv1SEJhzuZgUk6g5IqMknFzLiKiykfWCcUvv/yic3v16tXw8fHB8ePH0alTJ5OupVI90kNRzkmZmgmUj8950EygNHVHzaq2IkMq3JyLiKjykXVC8bisrCwAgKen4W/s+fn5yM/P197WbLdeWFT0yFmiycMUKpUKsYtKmUAJYMLilejdsbVJQwtL3n4NL7w7DwKgM2NAKA4TH7w9Svv8lYVmqefN3JvwcvYyOOFRpVJBrVbrvbamNZuWWS/Cx8UHTWs2rVTvi9wZag+yHraJ/Nhimxj7mVZpEgpRFBEXF4cOHTqgUSPD39jnz5+P2bNn6x2/ePGS9t+XLl6Co9LwRmclOfrnBVxPL2UCJYB/btzE+p92oHWDukZft1GwD5ZNiMH8b+JxI/OO9rhvTXdMfnkAGgX74MKFCybFak2/Z/6O1VdW41bBLe2xmsqaiAmNQRvPNjrnqtVqZGZmIjk5Wa82yLDAYfjgQsm714oQMSxwGC490qZkvtLag6yDbSI/ttgm9evXN+q8SpNQjB8/HqdPn8ahQ6XXZZgyZQri4uK0t7OzsxEcHIyQ0BDtsXr1noCDvf5LV6lUOJR0Fqk3M+Hv5YkOzRtqM7PjF68bFafC0QV16xqfUABA3bp1MfqFAQafu7LYc3UPllxYoterkFmQiSUXluCDTh8gKiRKe1ylUiE5ORnh4eF6r7Uu6sLf3x+Lji3SmaDp6+KLd1u+q3MdkkZp7UHWwTaRH7aJYZUioXjjjTewdetWHDhwAEFBQaWe6+joCEdHR73jwiNLRR3s7fV+EMqabBno62VUrIG+XuX6IVMoFHi6TXOTHycXKrUKi44tKnWp5+JjixEVGqUz/GFnZweFQlHiexYdFo2o0CjWi6hApbUHWQfbRH7YJiWTdUIhiiLeeOMNxMfHY//+/QgLCyv3tTQbgwH6pbeNmWzZL7ItJ1CWwpSlnqbUf2C9CCKiykHWA0Djxo3Dd999h//9739wdXVFWloa0tLSkJuba/K1NHUo7OzsdHoryqpWCRRXqwRQZUpaWwKXehIR2TZZJxSfffYZsrKyEBkZCX9/f+2fDRs2mHwtTR0KTZVMTXGqWSu/M7papaakdaCP7vBHkI+3yUtGqxou9SQism2yH/KQiiahUCjsSpwvURZNtcrKXNLakrg1OBGRbZN1QiElzdblEFHifImyPFqtUlPSmh7i1uBERLZN1kMeUtLMoSgoKjIpmRAEINjXdidbmoJbgxMR2S6b6aHQlN42ZRiFky1Nx63BiYhsk80kFGpRXfZJjwny8cbSiaMr7WRLTQnsiv5g51JPIiLbYzMJxaO7jZZl2sgheLpNs0o92XL3ld1YcHSBXpXJya0nc+iBiIgkZztzKB4MddjZCXp1JDQ08yVmjnkJkS2bVupkIm5/nF6hqfT76YjbH4fdV3ZbKTIiIqqqbCah0MyhcKtWDUDVLU6lUquw4OgCgyWwAWDh0YVQqW1npzwiIrI8m0koNKs8qrk4VeniVKaUwCYiIpKKzcyhEB/UobAThCpdnIolsImIyBpsJqF4tFJm8d9VszgVS2ATEZE12MyQh2YORVWvh6Apga2pTvk4AQL8XPxYApuIiCRlMwmFpg6FYGiJRxWhKYENQC+pYAlsIiKyFJtJKB4f8qjKWAKbiIgqms3NobATqn5CAbAENhERVSybSSg0u43KtYfCEmWyWQKbiIgqig0lFJpJmfJLKFgmm4iIKjv5fbpaiKaHws5OXpMyWSabiIiqAptJKFQy7KFgmWwiIqoq5PPpamHaSZkySihYJpuIiKoK+Xy6Wpgc51CwTDYREVUV8vl0tTA51qFgmWwiIqoq5PPpamEP61DIZ1Imy2QTEVFVYTMJhSjKrw4Fy2QTEVFVIZ9PVwvTbA4mt0qZLJNNRERVgQ0VtipeeimnHgoNlskmIqLKzoYSiuK/5bTK41Esk01ERJWZPD9dLUAzKbOqb19ORERkDTaTUDzcHIzDCERERFKzmSEPTflqKZaNWmJnUCIiosrMZhIKtUqawlbcGZSIiEifzQx5FD3ooXCwL38OxZ1BiYiISmY7CcWDHgr7cs6h4M6gREREhtlQQlH8QW9fziEP7gxKRERkmA0lFOb1UHBnUCIiIsNsJqHQTMq0ty9fQsGdQYmIiAyzmYTi4ZBH+RIK7gxKRERkmO0kFJq9PMpZeps7gxIRERlmMwmFSqXZHKz8H/jcGZSIiKhkNlPYqsjMORQa3BmUiIhIn80kFKqispeNGltSmzuDEhER6bKZhKKsZaMsqU1ERFR+NjOHQjMps6SEgiW1iYiIzGM7CYWBZaMsqU1ERGQ+m0koVAYSCpbUJiIiMp8NJRQlr/JgSW0iIiLz2UxCYWhzMJbUJiIiMp8NJRQlr/JgSW0iIiLz2VBCUfIcCpbUJiIiMp/NJBQFBYUAAEdHpd59LKlNRERkHpspbJWnSSgcHEq8nyW1iYiIyq9S9FB8+umnCAsLg5OTEyIiInDw4EGTr5FfWJxQODmWnFAAD0tq96zdE638WjGZICIiMpLsE4oNGzYgNjYW06ZNQ1JSEjp27IgePXrg6tWrJl0nv4weCiIiIio/2ScUS5cuxauvvoqRI0fiySefxPLlyxEcHIzPPvvMpOvkFRQAAByVTCiIiIikJuuEoqCgAMePH0d0dLTO8ejoaBw+fNika+XlFycUzo6OksVHRERExWQ9KfPmzZtQqVTw9fXVOe7r64u0tLQSH5Ofn4/8/Hzt7aysLABAxq1bENUCHKDG7du3LRc0GU2lUiE7Oxu3b9+GwsAusFRx2B7ywzaRH1tsE4VCAVdXVwhCyfWaNGSdUGg8/iJEUTT4wubPn4/Zs2frHS84tRcA0KJJQ+kDJCIiqsKysrJQo0aNUs+RdULh5eUFhUKh1xuRnp6u12uhMWXKFMTFxWlvq9VqZGZmwsHBASEhIbh27VqZbwpVjOzsbAQHB7NNZILtIT9sE/mx1TZxdXUt8xxZJxRKpRIRERHYtWsXBgwYoD2+a9cu9OvXr8THODo6wvGxeRLu7u7Izs4GANSoUcOmfggqA7aJvLA95IdtIj9sE32yTigAIC4uDsOGDUPLli3Rtm1brFq1ClevXsWYMWOsHRoRERE9IPuEYvDgwbh16xbmzJmD1NRUNGrUCNu2bUNoaKi1QyMiIqIHZJ9QAMDYsWMxduxYs67h6OiImTNn6g2HkPWwTeSF7SE/bBP5YZsYJoiiKFo7CCIiIqrcZF3YioiIiCoHJhRERERkNiYUREREZDYmFERERGQ2m0goPv30U4SFhcHJyQkRERE4ePCgtUOyGQcOHECfPn0QEBAAQRCwZcsWnftFUcSsWbMQEBAAZ2dnREZG4uzZs9YJ1gbMnz8frVq1gqurK3x8fNC/f3+cP39e5xy2ScX67LPP0KRJE22hpLZt22L79u3a+9ke1jV//nwIgoDY2FjtMbZJyap8QrFhwwbExsZi2rRpSEpKQseOHdGjRw9cvXrV2qHZhHv37qFp06b4+OOPS7x/0aJFWLp0KT7++GMkJibCz88P3bp1Q05OTgVHahsSEhIwbtw4/Pbbb9i1axeKiooQHR2Ne/fuac9hm1SsoKAgLFiwAMeOHcOxY8fw9NNPo1+/ftoPKLaH9SQmJmLVqlVo0qSJznG2iQFiFde6dWtxzJgxOsfq168vTp482UoR2S4AYnx8vPa2Wq0W/fz8xAULFmiP5eXliW5ubuLKlSutEKHtSU9PFwGICQkJoiiyTeTCw8ND/PLLL9keVpSTkyPWrVtX3LVrl9i5c2fxrbfeEkWRvyOlqdI9FAUFBTh+/Diio6N1jkdHR+Pw4cNWioo0UlJSkJaWptM+jo6O6Ny5M9ungmRlZQEAPD09AbBNrE2lUmH9+vW4d+8e2rZty/awonHjxqFXr17o2rWrznG2iWGVolJmed28eRMqlUpvZ1JfX1+9HUyp4mnaoKT2uXLlijVCsimiKCIuLg4dOnRAo0aNALBNrOXMmTNo27Yt8vLyUL16dcTHx6NBgwbaDyi2R8Vav349Tpw4gcTERL37+DtiWJVOKDQEQdC5LYqi3jGyHraPdYwfPx6nT5/GoUOH9O5jm1SsevXq4eTJk7hz5w5++OEHDB8+HAkJCdr72R4V59q1a3jrrbewc+dOODk5GTyPbaKvSg95eHl5QaFQ6PVGpKen62WXVPH8/PwAgO1jBW+88Qa2bt2Kffv2ISgoSHucbWIdSqUS4eHhaNmyJebPn4+mTZviww8/ZHtYwfHjx5Geno6IiAjY29vD3t4eCQkJ+Oijj2Bvb69939km+qp0QqFUKhEREYFdu3bpHN+1axfatWtnpahIIywsDH5+fjrtU1BQgISEBLaPhYiiiPHjx2Pz5s3Yu3cvwsLCdO5nm8iDKIrIz89ne1hBVFQUzpw5g5MnT2r/tGzZEi+++CJOnjyJ2rVrs00MqPJDHnFxcRg2bBhatmyJtm3bYtWqVbh69SrGjBlj7dBswt27d5GcnKy9nZKSgpMnT8LT0xMhISGIjY3FvHnzULduXdStWxfz5s2Di4sLhg4dasWoq65x48bhf//7H/7v//4Prq6u2m9Zbm5ucHZ21q63Z5tUnKlTp6JHjx4IDg5GTk4O1q9fj/379+OXX35he1iBq6urdk6RRrVq1VCzZk3tcbaJAdZbYFJxPvnkEzE0NFRUKpViixYttEvkyPL27dsnAtD7M3z4cFEUi5dgzZw5U/Tz8xMdHR3FTp06iWfOnLFu0FVYSW0BQFy9erX2HLZJxRoxYoT2/ydvb28xKipK3Llzp/Z+tof1PbpsVBTZJoZw+3IiIiIyW5WeQ0FEREQVgwkFERERmY0JBREREZmNCQURERGZjQkFERERmY0JBREREZmNCQURERGZjQkFEVlMZGQkYmNjrR0GEVUAJhRERERkNiYUREREZDYmFEQkiXv37uHll19G9erV4e/vjyVLlujc/91336Fly5ZwdXWFn58fhg4divT0dADFu2uGh4fjgw8+0HnMH3/8ATs7O1y8eBEAMGvWLISEhMDR0REBAQF48803K+bFEVGZmFAQkSQmTpyIffv2IT4+Hjt37sT+/ftx/Phx7f0FBQX4z3/+g1OnTmHLli1ISUnBK6+8AgAQBAEjRozA6tWrda751VdfoWPHjqhTpw42bdqEZcuW4fPPP8eFCxewZcsWNG7cuCJfIhGVgpuDEZHZ7t69i5o1a2LNmjUYPHgwACAzMxNBQUF47bXXsHz5cr3HJCYmonXr1sjJyUH16tWRmpqK4OBgHD58GK1bt0ZhYSECAwOxePFiDB8+HEuXLsXnn3+OP/74Aw4ODhX8ComoLOyhICKzXbx4EQUFBWjbtq32mKenJ+rVq6e9nZSUhH79+iE0NBSurq6IjIwEAFy9ehUA4O/vj169euGrr74CAPz000/Iy8vDoEGDAACDBg1Cbm4uateujVGjRiE+Ph5FRUUV9AqJqCxMKIjIbGV1dN67dw/R0dGoXr06vvvuOyQmJiI+Ph5A8VCIxsiRI7F+/Xrk5uZi9erVGDx4MFxcXAAAwcHBOH/+PD755BM4Oztj7Nix6NSpEwoLCy33wojIaEwoiMhs4eHhcHBwwG+//aY9dvv2bfz9998AgHPnzuHmzZtYsGABOnbsiPr162snZD6qZ8+eqFatGj777DNs374dI0aM0Lnf2dkZffv2xUcffYT9+/fjyJEjOHPmjGVfHBEZxd7aARBR5Ve9enW8+uqrmDhxImrWrAlfX19MmzYNdnbF31lCQkKgVCqxYsUKjBkzBn/88Qf+85//6F1HoVDglVdewZQpUxAeHq4zhPL1119DpVKhTZs2cHFxwbfffgtnZ2eEhoZW2OskIsPYQ0FEkli8eDE6deqEvn37omvXrujQoQMiIiIAAN7e3vj666/x/fffo0GDBliwYIHeElGNV199FQUFBXq9E+7u7vjiiy/Qvn17NGnSBHv27MGPP/6ImjVrWvy1EVHZuMqDiGTl119/RWRkJP755x/4+vpaOxwiMhITCiKShfz8fFy7dg2vvfYa/P39sXbtWmuHREQm4JAHEcnCunXrUK9ePWRlZWHRokXWDoeITMQeCiIiIjIbeyiIiIjIbEwoiIiIyGxMKIiIiMhsTCiIiIjIbEwoiIiIyGxMKIiIiMhsTCiIiIjIbEwoiIiIyGxMKIiIiMhs/w8x8vRvVQ6AsAAAAABJRU5ErkJggg==", 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" ] @@ -239,8 +247,8 @@ "\n", "\n", "plt.title(\"Cumulative tritium release, run 11\", loc=\"left\", pad=15)\n", - "plt.ylim(top=5)\n", - "plt.xlim(left=-0.2, right=40)\n", + "plt.ylim(top=10)\n", + "plt.xlim(left=-0.2, right=46)\n", "plt.xlabel(\"days\")\n", "plt.ylabel(\"Cumulative activity (Bq)\")\n", "\n", @@ -249,12 +257,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -279,8 +287,8 @@ "\n", "\n", "plt.title(\"Cumulative tritium release, wall stream\", loc=\"left\", pad = 15)\n", - "plt.ylim(top=4)\n", - "plt.xlim(right = 22)\n", + "plt.ylim(top=4.5)\n", + "plt.xlim(right = 46)\n", "plt.xlim(left = -0.2)\n", "plt.xlabel(\"days\")\n", "plt.ylabel(\"Cumulative activity (Bq)\")\n", @@ -295,7 +303,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -325,12 +333,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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", 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", 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" ] @@ -392,7 +400,7 @@ "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", "plt.ylim(bottom=0 * ureg.Bq, top = 0.5 * ureg.Bq)\n", - "plt.xlim(0, 40)\n", + "plt.xlim(0, 46)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, INNER vessel\", loc=\"left\", pad=15)\n", @@ -404,7 +412,7 @@ "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", "# plt.ylim(bottom=0 * ureg.Bq)\n", - "plt.xlim(0, 40)\n", + "plt.xlim(0, 46)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, OUTER vessel\", loc=\"left\", pad=15)\n", @@ -553,7 +561,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] From a9d4e635eeb9df618eedb5c964476cbcbeaebd2e Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Sat, 9 Aug 2025 15:12:37 -0400 Subject: [PATCH 07/10] Adding data --- data/general.json | 62 ++++++++++++++++++- .../1L_IV_11-17_OV_11-16_LONG.csv | 59 ++++++++++++++++++ .../1L_IV_11-18_OV_11-17_11-16-3_LONG.csv | 59 ++++++++++++++++++ .../1L_OV_11-2-1_ULTRA_LONG.csv | 49 +++++++++++++++ .../1L_OV_11-3-1_ULTRA_LONG.csv | 49 +++++++++++++++ .../1L_OV_11-4-1_ULTRA_LONG.csv | 49 +++++++++++++++ 6 files changed, 324 insertions(+), 3 deletions(-) create mode 100644 data/tritium_detection/1L_IV_11-17_OV_11-16_LONG.csv create mode 100644 data/tritium_detection/1L_IV_11-18_OV_11-17_11-16-3_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-2-1_ULTRA_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-3-1_ULTRA_LONG.csv create mode 100644 data/tritium_detection/1L_OV_11-4-1_ULTRA_LONG.csv diff --git a/data/general.json b/data/general.json index 0c415eb..3953882 100644 --- a/data/general.json +++ b/data/general.json @@ -275,6 +275,22 @@ }, "rate_proxy": "120 kV, 350 uA targeted", "notes": "At plane of salt, at the 2m line, 24 cm Ricorad shielding in neutron path" + }, + { + "start": "7/30/2025 11:00", + "end": "7/30/2025 13:00", + "neutron_time": { + "value": 1.2, + "unit": "h" + }, + "generator": "Cyclotron", + "duty_factor": null, + "distance": { + "value": null, + "unit": "cm" + }, + "rate_proxy": "Avg beam: 8-11 uA; peak 11.5 for 15 min", + "notes": "Target: tantalum, C, Al, 316SS (middle neutron)" } ] }, @@ -587,6 +603,26 @@ "3": "1L_IV_11-16_OV_11-15_LONG.csv", "4": "1L_IV_11-16_OV_11-15_LONG.csv" } + }, + "17": { + "planned_sample_time": "8/3/2025 08:49", + "actual_sample_time": "8/3/2025 14:02", + "lsc_vials_filenames": { + "1": "1L_IV_11-17_OV_11-16_LONG.csv", + "2": "1L_IV_11-17_OV_11-16_LONG.csv", + "3": "1L_IV_11-17_OV_11-16_LONG.csv", + "4": "1L_IV_11-17_OV_11-16_LONG.csv" + } + }, + "18": { + "planned_sample_time": "8/4/2025 08:49", + "actual_sample_time": "8/4/2025 09:15", + "lsc_vials_filenames": { + "1": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "2": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "3": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "4": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv" + } } }, "OV": { @@ -604,7 +640,7 @@ "planned_sample_time": "6/22/2025 08:49", "actual_sample_time": "6/22/2025 08:29", "lsc_vials_filenames": { - "1": "1L_IV_10-1_10-2_10-3_11-3_11-4_OV_10-1_10-2_11-2.csv", + "1": "1L_OV_11-2-1_ULTRA_LONG.csv", "2": "1L_IV_10-1_10-2_10-3_11-3_11-4_OV_10-1_10-2_11-2.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" @@ -614,7 +650,7 @@ "planned_sample_time": "6/24/2025 08:49", "actual_sample_time": "6/24/2025 10:16", "lsc_vials_filenames": { - "1": "1L_IV_11-5_OV_11-3_11-4.csv", + "1": "1L_OV_11-3-1_ULTRA_LONG.csv", "2": "1L_IV_11-5_OV_11-3_11-4.csv", "3": "1L_OV_11-8-3_-3-3_OV_10-2-3_-1-3_ULTRA_LONG.csv", "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" @@ -624,7 +660,7 @@ "planned_sample_time": "6/26/2025 08:49", "actual_sample_time": "6/26/2025 13:00", "lsc_vials_filenames": { - "1": "1L_IV_11-5_OV_11-3_11-4.csv", + "1": "1L_OV_11-4-1_ULTRA_LONG.csv", "2": "1L_IV_11-5_OV_11-3_11-4.csv", "3": "1L_OV_11-_10_6_5_4_2_1_-3_ULTRA_LONG.csv", "4": "1L_OV_11-_4_3_2_1_-4_ULTRA_LONG.csv" @@ -739,6 +775,26 @@ "3": "1L_IV_11-16_OV_11-15_LONG.csv", "4": "1L_IV_11-16_OV_11-15_LONG.csv" } + }, + "16": { + "planned_sample_time": "8/3/2025 08:49", + "actual_sample_time": "8/3/2025 14:02", + "lsc_vials_filenames": { + "1": "1L_IV_11-17_OV_11-16_LONG.csv", + "2": "1L_IV_11-17_OV_11-16_LONG.csv", + "3": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "4": "1L_IV_11-17_OV_11-16_LONG.csv" + } + }, + "17": { + "planned_sample_time": "8/4/2025 08:49", + "actual_sample_time": "8/4/2025 09:15", + "lsc_vials_filenames": { + "1": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "2": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "3": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv", + "4": "1L_IV_11-18_OV_11-17_11-16-3_LONG.csv" + } } } } diff --git a/data/tritium_detection/1L_IV_11-17_OV_11-16_LONG.csv b/data/tritium_detection/1L_IV_11-17_OV_11-16_LONG.csv new file mode 100644 index 0000000..ed3359c --- /dev/null +++ b/data/tritium_detection/1L_IV_11-17_OV_11-16_LONG.csv @@ -0,0 +1,59 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250803_1601\Replay_20250805_113218 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250803_1601\20250803_1601.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250803_1601\Replay_20250805_113218\1L_IV_11-17_OV_11-16_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-17_OV_11-16_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,FAIL,0.491,7.430,7.82,1,293.03,25.22,100,29.457 +Missing vial 2. +3,1L-IV_11-17-3,0.303,4.550,9.54,0,290.69,25.02,100,18.184 +Missing vial 4. +5,1L-IV_11-17-1,0.228,3.870,10.32,0,334.66,28.24,100,13.705 +6,1L-IV_11-17-2,0.283,4.320,9.76,0,295.58,25.44,100,16.980 +7,1L-IV_11-17-4,0.272,4.150,9.94,0,295.79,25.46,100,16.300 +Missing vial 8. +9,1L-OV_11-16-1,0.235,4.150,9.91,0,356.03,29.43,100,14.100 +10,1L-OV_11-16-2,0.267,4.070,10.01,0,295.46,25.43,100,16.004 +11,1L-OV_11-16-4,0.311,4.690,9.35,0,292.25,25.16,100,18.644 diff --git a/data/tritium_detection/1L_IV_11-18_OV_11-17_11-16-3_LONG.csv b/data/tritium_detection/1L_IV_11-18_OV_11-17_11-16-3_LONG.csv new file mode 100644 index 0000000..0c6078a --- /dev/null +++ b/data/tritium_detection/1L_IV_11-18_OV_11-17_11-16-3_LONG.csv @@ -0,0 +1,59 @@ +Assay Definition + +Assay Description: +1L BABY Experiment short count, beginning with run 1L-8 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250804_1531 +Raw Results Path: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250804_1531\20250804_1531.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\LIBRA_short\20250804_1531\1L_IV_11-18_OV_11-17_11-16-3_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\LIBRA_short.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_IV_11-18_OV_11-17_11-16-3_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 100.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-IV_11-18-1,0.313,4.950,9.19,0,306.36,26.37,100,18.774 +2,1L-IV_11-18-2,0.293,4.460,9.58,0,294.64,25.36,100,17.586 +3,1L-IV_11-18-3,0.276,4.190,9.86,0,294.31,25.33,100,16.540 +4,1L-IV_11-18-4,0.289,4.400,9.64,0,294.59,25.36,100,17.352 +Missing vial 5. +6,1L-OV_11-17-1,0.273,4.420,9.64,0,313.47,26.98,100,16.385 +7,1L-OV_11-17-2,0.299,4.540,9.49,0,293.96,25.30,100,17.943 +8,1L-OV_11-17-3,0.353,5.310,8.81,0,291.40,25.08,100,21.170 +9,1L-OV_11-17-4,0.287,4.360,9.67,0,293.83,25.29,100,17.239 +Missing vial 10. +11,1L-OV_11-16-3,0.413,6.240,8.08,0,292.70,25.19,100,24.768 diff --git a/data/tritium_detection/1L_OV_11-2-1_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-2-1_ULTRA_LONG.csv new file mode 100644 index 0000000..a0451f6 --- /dev/null +++ b/data/tritium_detection/1L_OV_11-2-1_ULTRA_LONG.csv @@ -0,0 +1,49 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250808_0522\Replay_20250809_122552 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250808_0522\20250808_0522.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250808_0522\Replay_20250809_122552\1L_OV_11-2-1_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-2-1_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-2-1,0.255,4.168,4.43,0,317.13,27.20,500,15.321 diff --git a/data/tritium_detection/1L_OV_11-3-1_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-3-1_ULTRA_LONG.csv new file mode 100644 index 0000000..4ef5a6e --- /dev/null +++ b/data/tritium_detection/1L_OV_11-3-1_ULTRA_LONG.csv @@ -0,0 +1,49 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250804_0705\Replay_20250805_113135 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250804_0705\20250804_0705.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250804_0705\Replay_20250805_113135\1L_OV_11-3-1_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-3-1_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-3-1,0.212,3.718,4.70,0,351.51,29.19,500,12.738 diff --git a/data/tritium_detection/1L_OV_11-4-1_ULTRA_LONG.csv b/data/tritium_detection/1L_OV_11-4-1_ULTRA_LONG.csv new file mode 100644 index 0000000..ad755aa --- /dev/null +++ b/data/tritium_detection/1L_OV_11-4-1_ULTRA_LONG.csv @@ -0,0 +1,49 @@ +Assay Definition + +Assay Description: +1L BABY Experiment standard count, beginning with run 1L-3 +Assay Type: DPM (Single) +Report Name: Standard report +Output Data Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250803_0736\Replay_20250805_113047 +Raw Results Path: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250803_0736\20250803_0736.results +Comma-Delimited File Name: C:\Packard\Tricarb\Results\Default\NEW_Flibe_Long\20250803_0736\Replay_20250805_113047\1L_OV_11-4-1_ULTRA_LONG.csv +Assay File Name: C:\Packard\TriCarb\Assays\NEW_Flibe_Long.lsa + +Additional Data Files Generated with this Protocol: +Standard report + [Excel] 1L_OV_11-4-1_ULTRA_LONG.csv + + +Count Conditions + +Nuclide: LIBRA UG LLT NM + Quench Indicator: tSIE + External Std Terminator (sec): 0.5 2s% + Pre-Count Delay (min): 0.00 +Quench Set: + Low Energy: 3H-UG-LLT-NM-C +Count Time (min): 500.00 +Count Mode: Normal +Assay Count Cycles: 1 Repeat Sample Count: 1 +Number of Vials/Sample: 1 Calculate % Reference: Off + + +Background Subtract: Off +Low CPM Threshold: Off +2 Sigma % Terminator: Off + +Regions LL UL +A 0.5 5.0 +B 0.5 10.0 +C 0.0 18.6 + + +Count Corrections + +Static Controller: On Luminescence Correction: On GCT: n/a +Colored Samples: Off Heterogeneity Monitor: Off PAC: Disabled +Coincidence Time (nsec): 18 Delay Before Burst (nsec): 75 PAC Strength: n/a Auxiliary Spectrum: n/a + + +S#,SMPL_ID,Bq:1,CPMA,A:2S%,LUM,tSIE,Eff Nuc1 In A,Count Time,DPM1 +1,1L-OV_11-4-1,0.206,3.676,4.75,0,361.68,29.74,500,12.361 From a0b2a41282aa886875f404898b3636a23cf637b6 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Sat, 9 Aug 2025 15:12:45 -0400 Subject: [PATCH 08/10] Running notebook --- analysis/tritium/tritium_model.ipynb | 64 +++++++++++++++++----------- 1 file changed, 38 insertions(+), 26 deletions(-) diff --git a/analysis/tritium/tritium_model.ipynb b/analysis/tritium/tritium_model.ipynb index 5116a4d..8d3b94a 100644 --- a/analysis/tritium/tritium_model.ipynb +++ b/analysis/tritium/tritium_model.ipynb @@ -95,15 +95,15 @@ "Quantity of T consumed: 9.36×10¹² particle\n", "Uncertainty on T consumed: 3.53×10¹⁰ particle\n", "Quantity of T consumed: 1.67×10⁴ Bq\n", - "Quantity of T produced IV: 8.78×10⁰ Bq\n", - "Quantity of T produced: 4.91×10⁹ particle\n", - "Measured TBR: 5.25e-04 particle / neutron\n", - "3.8865862267969713 dimensionless\n" + "Quantity of T produced IV: 8.96×10⁰ Bq\n", + "Quantity of T produced: 5.01×10⁹ particle\n", + "Measured TBR: 5.35e-04 particle / neutron\n", + "3.809776425372244 dimensionless\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -162,7 +162,7 @@ } ], "source": [ - "baby_model.run(60 * ureg.day)" + "baby_model.run(70 * ureg.day)" ] }, { @@ -178,9 +178,9 @@ " mass transport coeff top: 3.87×10⁻⁶ m/s\n", " mass transport coeff wall: 0.00×10⁰ m/s\n", "Source:\n", - " TBR: 5.25×10⁻⁴ particle/n\n", + " TBR: 5.35×10⁻⁴ particle/n\n", " neutron rate: 1.30×10⁹ n/s\n", - " neutron rate * TBR: 6.82×10⁵ particle/s\n", + " neutron rate * TBR: 6.96×10⁵ particle/s\n", "Geometry:\n", " volume: 1000.00 cm³\n", " top area: 153.94 cm²\n", @@ -207,12 +207,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -223,7 +223,7 @@ ], "source": [ "plt.figure(figsize=(6, 4))\n", - "(l,) = plot_integrated_top_release(baby_model, color=\"#023047\", label=\"Top\")\n", + "#(l,) = plot_integrated_top_release(baby_model, color=\"#023047\", label=\"Top\")\n", "# plot_integrated_wall_release(baby_model, color=\"tab:green\", label=\"Wall\")\n", "plot_irradiation(baby_model, facecolor=\"#EF5B5B\", alpha=0.5)\n", "plt.grid(alpha=0.5)\n", @@ -257,12 +257,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -273,7 +273,7 @@ ], "source": [ "plt.figure(figsize=(6, 4))\n", - "plot_integrated_wall_release(baby_model, color=\"tab:green\", label=\"Wall\")\n", + "#plot_integrated_wall_release(baby_model, color=\"tab:green\", label=\"Wall\")\n", "plot_irradiation(baby_model, facecolor=\"#EF5B5B\", alpha=0.5)\n", "plt.grid(alpha=0.5)\n", "labelLines(plt.gca().get_lines(), zorder=2.5, xvals=[45] * 2)\n", @@ -303,7 +303,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -338,7 +338,7 @@ "outputs": [ { "data": { - "image/png": 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4qEg5OTkBPz8AAHVVQkKCT5+zWZZl1XAtXkVERKhz58765JNPPMdGjx6t9evX69NPP63w+co6KsnJycrNzVV0dHTA65v7zgr9NnOKBvToonemVQxIAADg7JwXHZXExES1a9eu3LG2bdvqrbfeqvTzdrtddru9wvGQkBCf/8L+cJ3OcCGhNXN+AABQNaNX3x49eujrr78ud+ybb75RSkqKoYrKcwcVlicDAGCG0Svwww8/rHXr1un555/Xrl279MYbb+iVV17RqFGjTJbl4V6eHBJiM1wJAAB1k9Gg0qVLFy1ZskQLFixQhw4d9Kc//UlTp07V0KFDTZbl4XKx4RsAACYZnaMiSQMHDtTAgQNNl1Epl+v0HBWCCgAARnAFroL7WT90VAAAMIMrcBXcm7wxRwUAADMIKlUo7ajwrB8AAEw4qzkqp06d0sGDB1VQUKC4uDg1adIk0HUFBfccFZ71AwCAGT5fgY8fP66XX35Z1113nWJiYtSiRQu1a9dOcXFxSklJ0e9+9zutX7++Jmutde6OSoiNWz8AAJjgU1CZMmWKWrRooVdffVXXX3+9Fi9erC1btujrr7/Wp59+qgkTJqioqEh9+vRR//79tXPnzpquu1YU8/RkAACM8unWzyeffKJVq1apY8eOlb7/y1/+UmlpaZo5c6ZmzZqlNWvW6OKLLw5ooSZ4ttC3EVQAADDBp6Dy5ptv+nQyu92uBx544JwKCibunWnpqAAAYAZX4Cq4LOaoAABgkt+rfm677TbZfLxwL1682O+CgklpR4XlyQAAmOB3RyUmJkbvv/++NmzY4Dm2ceNGffDBB4qOjlZMTIzn53xXOkeFjgoAACb43VFp2rSpfv3rX2vmzJmeTkNxcbEeeOABRUdH64UXXgh4kaYwRwUAALP8vgLPnj1bjz76aLnbIaGhocrIyNDs2bMDWpxpni30WfUDAIARfl+Bi4qKtGPHjgrHd+zY4bmwXyg8W+jTUQEAwAi/b/2MGDFCaWlp2rVrl66++mpJ0rp16zRp0iSNGDEi4AWaxM60AACY5XdQ+etf/6qEhARNmTJFBw4ckCQlJiZq3LhxeuSRRwJeoEk86wcAALP8DiohISEaN26cxo0bJ4fDIUmKjo4OeGHBoNh1egv9EIIKAAAmnNMVODo6WvXq1dPx48cDVU9QcXdUQggqAAAY4dcVODs7Ww899JDmz58vSRo/fryioqIUExOjPn366PDhwzVSpCmeybQEFQAAjPD5Cjxx4kSNGjVKO3bs0OjRo3X//fdrzpw5evbZZzVp0iR99dVX+sMf/lCTtdY6z/JkggoAAEb4PEdlzpw5mjVrlu666y5t2LBBXbt21aJFi3THHXdIkjp06KCRI0fWWKEm0FEBAMAsn6/A+/btU8+ePSVJnTt3VlhYmDp27Oh5v1OnTp5VQBeK0jkqLE8GAMAEn4PKqVOnZLfbPa8jIiIUHh7ueR0WFqbi4uLAVmeYZwt9OioAABjh1/Lk7du36+DBg5Iky7L01VdfeVb8/Pzzz4GvzjD38mTmqAAAYIZfQaV3796yTj9RWJIGDhwoSbLZbLIsS7YLbAdXlicDAGCWz0Flz549NVlHUPJsoc8cFQAAjPA5qKSkpNRkHUHJxaofAACM8ukKvG/fPr9O+sMPP5xVMcGm9OnJoYYrAQCgbvIpqHTp0kW/+93v9Pnnn3v9TF5enl599VV16NBBixcvDliBJnnmqFxgc28AADhf+HTrZ8eOHXr++efVv39/hYeHq3PnzkpKSlK9evWUm5ur7du368svv1Tnzp31wgsvaMCAATVdd60o7ahw6wcAABN8ugI3adJEf/3rX/Xjjz9qxowZuuSSS/Tzzz9r586dkqShQ4dq48aN+vjjjy+YkCKxhT4AAKb5tTy5Xr16uv3223X77bfXVD1Bhcm0AACYxRW4Cu6daVmeDACAGUaDyjPPPCObzVbuJyEhwWRJ5bgsOioAAJjk162fmtC+fXutXLnS8zqYlgKXdlQIKgAAmGA8qISFhQVVF6Us1+nHBdBRAQDADL+DSn5+vho0aBCwAnbu3KmkpCTZ7XZ17dpVzz//vFq2bFnpZ51Op5xOp+e1w+GQVDLp1T3xNZCKTj8N2ibVyPkBAKirfL1b4XdQadq0qX79618rLS1NPXv29Luwsrp27ap58+bpkksu0U8//aTnnntO3bt315dffqnY2NgKn8/KylJmZmaF44cOHVJhYeE51VKZkydPSZKOHXMoJycn4OcHAKCu8vVuis0q+zhkHyxdulRz5szRv//9b6WkpCgtLU333HOPkpKSzqrQsvLz89WqVSuNGzdOGRkZFd6vrKOSnJys3NxcRUdHn/P3n+nKIaO0bece/Xf6c+rT7cqAnx8AgLqqxjoqgwYN0qBBg3T48GHNmzdPc+bM0R//+Ef169dPaWlpuvnmmxUWdnZTXxo0aKCOHTt6NpI7k91ul91ur3A8JCSkRia8ujNcaGjNnB8AAFTtrK++sbGxevjhh/XFF19o8uTJWrlype644w4lJSXp6aefVkFBgd/ndDqd2rFjhxITE8+2rIByBxVCCgAAZpz1qp+DBw9q3rx5ys7O1r59+3THHXcoPT1dP/74oyZNmqR169Zp+fLlVZ7j0Ucf1aBBg9S8eXPl5OToueeek8Ph0PDhw8+2rIByP5TQxkMJAQAwwu+gsnjxYmVnZ2vZsmVq166dRo0apWHDhqlRo0aez1x++eW64oorqj3X999/r7vuuks///yz4uLidPXVV2vdunVKSUnxt6waYYmnJwMAYJLfQWXEiBEaMmSIPv74Y3Xp0qXSz7Rs2VJPPfVUtedauHChv19fq3goIQAAZvkdVA4cOKDIyMgqP1O/fn1NmDDhrIsKFqW3fgwXAgBAHeV3qyAqKqrSPUUOHz4cVNvfB0LprR86KgAAmOD3FdjbtitOp1MRERHnXFAwoaMCAIBZPt/6mTZtmqSSFTCvvfaaGjZs6HmvuLhYa9euVZs2bQJfoUEsTwYAwCyfg8qUKVMklVy8Z86cWe42T0REhFq0aKGZM2cGvkKDWJ4MAIBZPgeVPXv2SJJ69eqlxYsXq3HjxjVWVLBgeTIAAGb5vepn1apVNVFHUKKjAgCAWT4FlYyMDP3pT39SgwYNKn1YYFmTJ08OSGHBoHSOCkEFAAATfAoqmzdv1qlTpzx/9uZC6zy4rJIN3y60vxcAAOcLn4JK2ds9denWj3slNnNUAAAww+91t3PnzlV+fn5N1BJ03Fvo01EBAMAMv4PKo48+qvj4eA0ZMkT//ve/VVRUVBN1BQUXc1QAADDK76By4MABLVq0SKGhoRoyZIgSExP1wAMP6JNPPqmJ+ozyTKZlC30AAIzw+wocFhamgQMHav78+crJydHUqVO1d+9e9erVS61ataqJGo1heTIAAGb5vY9KWZGRkerXr59yc3O1d+9e7dixI1B1BQWWJwMAYNZZ3dMoKCjQ/PnzdeONNyopKUlTpkzRrbfeqv/973+Brs8o9xwVmwgqAACY4HdH5a677tLSpUsVGRmpwYMHa/Xq1erevXtN1GYcHRUAAMzyO6jYbDYtWrRI/fr1U1jYOd05CnosTwYAwCy/k8Ybb7xRE3UEpdP7vdFRAQDAEJ+CyrRp03TfffepXr16mjZtWpWfHT16dEAKCwaejgpzVAAAMMJmuSdiVCE1NVUbNmxQbGysUlNTvZ/MZtPu3bsDWmBVHA6HYmJilJeXp+jo6ICfv/4vB+nkqVP67t3/U3JCXMDPDwAAquZTR2XPnj2V/vlCV/pQQsOFAABQR/m9PPnZZ59VQUFBheMnTpzQs88+G5CiggU70wIAYJbfV+DMzEwdP368wvGCggJlZmYGpKhg4d6Zlsm0AACY4XdQsSyr0uW6X3zxhZo0aRKQooKFu6PC8mQAAMzweXly48aNZbPZZLPZdMkll5S7eBcXF+v48eMaOXJkjRRpQtk5xiEEFQAAjPA5qEydOlWWZSktLU2ZmZmKiYnxvBcREaEWLVqoW7duNVKkCe6lyRIdFQAATPE5qAwfPlxSyVLlHj16XPC70pZdtB0SwmRaAABM8PsKnJ+fr/fff7/C8WXLlundd98NSFHBwL00WWJ5MgAApvgdVJ544gkVFxdXOG5Zlp544omAFBUMys9RoaMCAIAJfl+Bd+7cqXbt2lU43qZNG+3atSsgRQUD99JkiY4KAACm+B1UYmJiKt0mf9euXWrQoEFAigoG5ToqzFEBAMAIv6/AN998s8aOHatvv/3Wc2zXrl165JFHdPPNNwe0OJNcVtmOCi0VAABM8DuovPDCC2rQoIHatGmj1NRUpaamqm3btoqNjdULL7xw1oVkZWXJZrNp7NixZ32OQGIfFQAAzPN7jXFMTIw++eQTrVixQl988YXq16+vTp066Ve/+tVZF7F+/Xq98sor6tSp01mfI9DKzlFhC30AAMw4q81QbDab+vbtq759+0oq2Rxt6dKlmjVrlt5++22/znX8+HENHTpUr776qp577rmzKadGlF+eTFABAMCEc9q1befOnZo9e7bmzp2r3Nxc9evXz+9zjBo1SjfddJNuuOGGaoOK0+mU0+n0vHY4HJJKglLZnWQDobi4zPksBfz8AADUZb4uVPE7qJw4cUL/+Mc/NGvWLK1bt07FxcWaMmWK0tLS1LBhQ7/OtXDhQm3atEnr16/36fNZWVmVPqH50KFDKiws9Ou7q3Mk71i584eGsvIHAIBASUhI8OlzPgeVzz//XK+99poWLVqkSy65RMOGDdObb76pZs2a6YYbbvA7pOzfv19jxozR8uXLVa9ePZ9+Z/z48crIyPC8djgcSk5OVlxcnKKjo/36/urYwu2ePyckNOX2DwAABvgcVLp3766HHnpIn3/+uS699NJz/uKNGzcqJydHV111ledYcXGx1q5dq+nTp8vpdCo0NLTc79jtdtnt9jNPpZCQkBrd6+TMOgAAQO3wOahcf/31mjVrlnJycnT33XerX79+59Rl6N27t7Zt21bu2IgRI9SmTRs9/vjjxsOBe3kynRQAAMzxOagsX75c+/fvV3Z2tu6//36dOHFCd955p6Szu5hHRUWpQ4cO5Y41aNBAsbGxFY6b4F6eTFABAMAcv+6XJCcn6+mnn9aePXv0f//3f8rJyVFYWJhuueUWPfnkk9q0aVNN1VnrLJUEFfZQAQDAHJtVdgvWs5Cbm6vXX39ds2fP1tatWyt9snJNcTgciomJUV5eXsAn0+4/eEgtBtyt8LAwFa7/d0DPDQAAfHPOM1AbN26shx56SJs3b/Z5mfH5wJ3f6KgAAGBOQJfKXHnllYE8nVHunWmZowIAgDnsYuaFezItDyQEAMAcgooXpbd+GCIAAEzhKuwFy5MBADDvrIJKUVGRVq5cqZdfflnHjpU8E+fHH3/U8ePHA1qcSZ7lyQQVAACM8fuhhHv37lX//v21b98+OZ1O9enTR1FRUfrLX/6iwsJCzZw5sybqrHV0VAAAMM/vjsqYMWPUuXNn5ebmqn79+p7jt912m95///2AFmcSy5MBADDP747KRx99pI8//lgRERHljqekpOiHH34IWGGmsTwZAADz/O6ouFyuSnef/f777xUVFRWQooKBe79e5qgAAGCO30GlT58+mjp1que1zWbT8ePHNWHCBN14442BrM0ol4uOCgAApvl962fKlCnq1auX2rVrp8LCQv3mN7/Rzp07ddFFF2nBggU1UaMRno4Kc1QAADDG76CSlJSkLVu2aMGCBdq0aZNcLpfS09M1dOjQcpNrz3eeOSoiqAAAYIrfQUWS6tevr7S0NKWlpQW6nqDBzrQAAJjnU1B55513fD7hzTfffNbFBBPPs3649QMAgDE+BZVbb73Vp5PZbLZKVwSdj1ynOyrc+gEAwByfgop7BUxdwoZvAACYxwQML1ieDACAeWcVVN5//30NHDhQrVq1UuvWrTVw4ECtXLky0LUZxfJkAADM8zuoTJ8+Xf3791dUVJTGjBmj0aNHKzo6WjfeeKOmT59eEzUawfJkAADM83t5clZWlqZMmaIHH3zQc2z06NHq0aOHJk6cWO74+YyOCgAA5vndUXE4HOrfv3+F43379pXD4QhIUcGAOSoAAJjnd1C5+eabtWTJkgrH//Wvf2nQoEEBKSoYWDq96sfGfGMAAEzx+9ZP27ZtNXHiRK1evVrdunWTJK1bt04ff/yxHnnkEU2bNs3z2dGjRweu0lrm3vCNhgoAAObYLPeGIT5KTU317cQ2m3bv3n1WRfnK4XAoJiZGeXl5io6ODui53/9ss/qOHK8OrVvoizdnBvTcAADAN353VPbs2VMTdQQd9860IbRUAAAwhgkYXjCZFgAA8/zuqFiWpX/+859atWqVcnJyKmyvv3jx4oAVZxLLkwEAMM/voDJmzBi98sor6tWrl5o2bXrBdhzoqAAAYJ7fQeX111/X4sWLdeONN9ZEPUGjdHkyQQUAAFP8nqMSExOjli1b1kQtQaV0eTJBBQAAU/wOKs8884wyMzN14sSJmqgnaLhXbYeEMN8YAABT/L71M3jwYC1YsEDx8fFq0aKFwsPDy72/adOmgBVnknt5Mv0UAADM8Tuo3Hvvvdq4caOGDRt2zpNpZ8yYoRkzZui7776TJLVv315PP/20BgwYcNbnDBQ6KgAAmOd3UPnPf/6jZcuWqWfPnuf85c2aNdOkSZPUunVrSdLcuXN1yy23aPPmzWrfvv05n/9csIU+AADm+R1UkpOTA7Zd/ZkPMZw4caJmzJihdevWGQ8qno4KDyUEAMAYv4PKiy++qHHjxmnmzJlq0aJFwAopLi7Wm2++qfz8fM/DDs/kdDrldDo9rx0Oh6SSPU/O3HguEPVIkmwK+LkBAKjrfJ1a4XdQGTZsmAoKCtSqVStFRkZWmEx75MgRv863bds2devWTYWFhWrYsKGWLFmidu3aVfrZrKwsZWZmVjh+6NAhFRYW+vW91Tl69KgkqaioSDk5OQE9NwAAdV1CQoJPn/M7qEydOtXfX6nSpZdeqi1btujo0aN66623NHz4cK1Zs6bSsDJ+/HhlZGR4XjscDiUnJysuLi7gT0+OOn2+ena74uPjA3puAADgG7+DyvDhwwNaQEREhGcybefOnbV+/Xr97W9/08svv1zhs3a7XXa7vcLxkJCQgK/OsdznttlY+QMAgCF+B5WyTpw4oVOnTpU7dq6dDcuyys1DMcU9mdZGSAEAwBi/g0p+fr4ef/xx/eMf/9Dhw4crvO+ZhOqDJ598UgMGDFBycrKOHTumhQsXavXq1Xrvvff8LSvgWJ4MAIB5frcLxo0bpw8++EAvvfSS7Ha7XnvtNWVmZiopKUnz5s3z61w//fST7r77bl166aXq3bu3PvvsM7333nvq06ePv2UFHMuTAQAwz++OytKlSzVv3jxdd911SktL0zXXXKPWrVsrJSVF8+fP19ChQ30+16xZs/z9+lrj2UKflgoAAMb43S44cuSIUlNTJZXMR3EvR+7Zs6fWrl0b2OoMKt1Cn6ACAIApfgeVli1bep7N065dO/3jH/+QVNJpadSoUSBrM8q9yRsdFQAAzPE7qIwYMUJffPGFpJJ9TdxzVR5++GE99thjAS/QlLLLkwEAgBl+z1F5+OGHPX/u1auXduzYoY0bN6pVq1a67LLLAlqcSXRUAAAw75z2UZGklJQUpaSkBKKWoHJ6igpzVAAAMMjnWz+fffaZ3n333XLH5s2bp9TUVMXHx+u+++4Lio3aAsWySjoqLE8GAMAcn6/CzzzzjLZu3ep5vW3bNqWnp+uGG27QE088oaVLlyorK6tGijSBDd8AADDP56CyZcsW9e7d2/N64cKF6tq1q1599VVlZGRo2rRpnhVAF4LS5cl0VAAAMMXnq3Bubq6aNm3qeb1mzRr179/f87pLly7av39/YKszyLPhm2ipAABgis9BpWnTptqzZ48k6eTJk9q0aZO6devmef/YsWMKDw8PfIWGsOEbAADm+RxU+vfvryeeeEIffvihxo8fr8jISF1zzTWe97du3apWrVrVSJEmsDwZAADzfF6e/Nxzz+n222/Xtddeq4YNG2ru3LmKiIjwvD979mz17du3Roo0geXJAACY53NQiYuL04cffqi8vDw1bNhQoaGh5d5/88031bBhw4AXaIrr9PJk5qgAAGCO3xu+xcTEVHq8SZMm51xMMKGjAgCAeay99YI5KgAAmEdQ8cKz6oegAgCAMQQVL1xs+AYAgHFchb3g1g8AAOYRVLzwTKYlqAAAYAxBxQvP8mSCCgAAxhBUvGB5MgAA5hFUvGCOCgAA5hFUvLDE8mQAAEwjqHjhcpUEFToqAACYQ1DxwmIfFQAAjOMq7IV7wzf6KQAAmENQ8YKOCgAA5nEV9sI9R4XlyQAAmENQ8YLlyQAAmEdQ8eL0fm8sTwYAwCCCihd0VAAAMI+g4kXpZFqCCgAAphBUvChdnkxQAQDAFKNBJSsrS126dFFUVJTi4+N166236uuvvzZZkgfLkwEAMM/oVXjNmjUaNWqU1q1bpxUrVqioqEh9+/ZVfn6+ybIkld1C33AhAADUYWEmv/y9994r9zo7O1vx8fHauHGjfvWrXxmqqoSno2KjowIAgClGg8qZ8vLyJElNmjSp9H2n0ymn0+l57XA4JJWs0HGv0gmUYs/5rICfGwCAus7XqRVBE1Qsy1JGRoZ69uypDh06VPqZrKwsZWZmVjh+6NAhFRYWBrSeEycKJEkFBQXKyckJ6LkBAKjrEhISfPpc0ASVBx98UFu3btVHH33k9TPjx49XRkaG57XD4VBycrLi4uIUHR0d0Hoi7PUkyTPRFwAA1L6gCCoPPfSQ3nnnHa1du1bNmjXz+jm73S673V7heEhISMBX57jnqITWwLkBAIBvjAYVy7L00EMPacmSJVq9erVSU1NNllMOy5MBADDPaFAZNWqU3njjDf3rX/9SVFSUDh48KEmKiYlR/fr1TZbG8mQAAIKA0XbBjBkzlJeXp+uuu06JiYmen0WLFpksS5JkieXJAACYZvzWT7CiowIAgHm0C7xgjgoAAOZxFfaitKNCSwUAAFMIKl6UzlEhqAAAYApBxQv3tvl0VAAAMIeg4oV7nm9ICEEFAABTCCpeuCz3gwgJKgAAmEJQ8YKOCgAA5hFUvHDPUWF5MgAA5nAV9sJ1uqVCPwUAAHMIKl6w4RsAAOZxFfaCDd8AADCPoOKFp6NCUAEAwBiCihfu5cl0VAAAMIeg4gXLkwEAMI+g4oXFFvoAABhHUPHidEOFOSoAABhEUPGChxICAGAeQcUL9lEBAMA8rsJeuPdR4dYPAADmEFS8YHkyAADmEVS8YHkyAADmEVS8YDItAADmEVS8YHkyAADmEVS8oKMCAIB5BBUvSpcnE1QAADCFoOKF63RQsYmgAgCAKQQVL9jwDQAA87gKe+He8I0pKgAAmENQ8YKOCgAA5nEV9qJ0jgoAADCFoOKFe3kyHRUAAMzhKuwFW+gDAGAeQcULz0MJufkDAIAxRoPK2rVrNWjQICUlJclms+ntt982WU457sm07EwLAIA5RoNKfn6+LrvsMk2fPt1kGZVyL08ODaXpBACAKWEmv3zAgAEaMGCAyRK8cq/64aGEAACYYzSo+MvpdMrpdHpeOxwOSSUrdNyrdALFfT6rzJ8BAEBg+Lqq9rwKKllZWcrMzKxw/NChQyosLAzodxUVFUmS8o4eVU5OTkDPDQBAXZeQkODT586roDJ+/HhlZGR4XjscDiUnJysuLk7R0dEB/S6brSTpxcY2UXx8fEDPDQAAfHNeBRW73S673V7heEhISMA3ZnPPUQkLDWXTNwAADOEK7AU70wIAYJ7Rjsrx48e1a9cuz+s9e/Zoy5YtatKkiZo3b26wMlb9AAAQDIwGlQ0bNqhXr16e1+75J8OHD9ecOXMMVVWCpycDAGCe0aBy3XXXeQJBsHFv+EZDBQAAc2gXeOF+1k+IjSECAMAUrsJeuDsqPD0ZAABzCCpe0FEBAMA8rsJe0FEBAMA8gooXrPoBAMA8rsJeuPdRYdUPAADmEFS88OxMyxwVAACM4SrsBXNUAAAwj6DiBat+AAAwj6uwF+4Nc+moAABgDkHFC56eDACAeVyFK1H2+UM8PRkAAHMIKpVwd1MkyXZGUHG5XOXeBwAANYegUgn3ih+p4hyVj7dsV7O+QzVuyqu1XRYAAHUOQaUS7hU/UsVVP/9eu04/Hc7VwcO5tV0WAAB1DkGlEmWmqFToqLz38QZJ0k3XdK3NkgAAqJMIKpUoOwel7Kqfo8eO63+7vpMkXd/lstouCwCAOoegUgmXl1U/G778RpLUslmi4po0qu2yAACocwgqlSjfUSkNKl9+u1eSdNklLWu9JgAA6iKCSiXKdlTKLk/esWefJKlty+RarwkAgLqIoFKJcsuTy6z6+XrP95KkS1sQVAAAqA0ElUqU25m2zK2fvQd+kiS1/EVirdcEAEBdRFCpRGU70xYXF+v7nJ8lSSlJ8UbqAgCgriGoVMI9R8Vms3mCyoGfj6i42KWwsFAlxDY2WR4AAHUGQaUS7o5K2Ym0+w8ekiT9Ii5WoaGhRuoCAKCuIahUoqi4JKiElQkkOUfyJEkJFzUxUhMAAHURQaUSRcXFkqSw0NLhyck9KkmKaxxjoiQAAOokgkolit0dlbDSjsqhI0clSfHsSAsAQK0hqFSitKNS9tbPUUlSUybSAgBQawgqlXAHldAyDyR0BxVu/QAAUHsIKpWorKOSe+y4JKlxdJSRmgAAqIsIKpWobI7KUUdJUGkU1cBITQAA1EVhpgsIRpV1VI5W0VHJOXJUu/b9qNxjx+Q4XqCTp4p0beeOapGUUDsFAwBwgTIeVF566SW98MILOnDggNq3b6+pU6fqmmuuMVpTZXNUjh7Ll1TaUbEsS6+89V/9bf4Sff3d9xXOseDPTxJUAAA4R0aDyqJFizR27Fi99NJL6tGjh15++WUNGDBA27dvV/PmzY3VVVR0Oqic3kfFsizlem79NJRlWUqb8KLmLV0pqWQH25TEeDWJiVJMwwaKCA9XU5YxAwBwzowGlcmTJys9PV2//e1vJUlTp07VsmXLNGPGDGVlZRmr62D+AUW1OiH7L45p5d6Vcp48qXopx1RP0hbH53p01T+1NvcrNbqknobeeL1u6HqFIuvXkyR9m/Od1n73qf7z/dtae2BN6UnLPJHZqnjIY3vODv1Q8L2uadZTDeyRftf+6f7PdKL4hK5vcZ3fv1uVw/m52pizXi2jW6t1bEuffy/n+M/acmiTWkdfopaxLfz+XsuytOK7FbrIHq8rky6v8P6+3O/11dHt6hjbSYnR/nWw3v9ulRqENdDVzX7pd12BYPr7cfa2HNiqnMKD6tX8eoWH+vef0XXff678onz1btHLr9874DiobYe3qk2jdmreuJlfv/vt4T361rFTV8ZdpYsaxlZ4/8e8A/rfkW1q26idkv08Ny58reNSNaTrQGPfb7Osyi6XNe/kyZOKjIzUm2++qdtuu81zfMyYMdqyZYvWrFlT4XecTqecTqfndV5enpo3b669e/cqOjo6YLU9/9/p+rfjjYCdDwCA81WMI1nv3rco4OcNCQlRVFRUuefqVcZYR+Xnn39WcXGxmjZtWu5406ZNdfDgwUp/JysrS5mZmRWOp6Sk1EiNAABghxo/XjObnebl5VXbaDA+mfbMJGVZltd0NX78eGVkZHheu1wuHTlyRLGxsdUmMn85HA4lJydr//79Ae3WXIgYK98xVr5jrHzHWPmOsfJPTY9XVFT1e5MZCyoXXXSRQkNDK3RPcnJyKnRZ3Ox2u+x2e7ljjRo1qqkSJUnR0dH8Y/YRY+U7xsp3jJXvGCvfMVb+MTlexjZ8i4iI0FVXXaUVK1aUO75ixQp1797dUFUAACCYGL31k5GRobvvvludO3dWt27d9Morr2jfvn0aOXKkybIAAECQMBpU7rzzTh0+fFjPPvusDhw4oA4dOui///1vUEyOtdvtmjBhQoVbTaiIsfIdY+U7xsp3jJXvGCv/BMN4GVueDAAAUB0eSggAAIIWQQUAAAQtggoAAAhaBBUAABC0CCqVeOmll5Samqp69erpqquu0ocffmi6pKCwdu1aDRo0SElJSbLZbHr77bfLvW9Zlp555hklJSWpfv36uu666/Tll1+aKdagrKwsdenSRVFRUYqPj9ett96qr7/+utxnGKsSM2bMUKdOnTybSXXr1k3vvvuu533GybusrCzZbDaNHTvWc4zxKvXMM8/IZrOV+0lIKH1wKWNV3g8//KBhw4YpNjZWkZGRuvzyy7Vx40bP+ybHi6ByhkWLFmns2LF66qmntHnzZl1zzTUaMGCA9u3bZ7o04/Lz83XZZZdp+vTplb7/l7/8RZMnT9b06dO1fv16JSQkqE+fPjp27FgtV2rWmjVrNGrUKK1bt04rVqxQUVGR+vbtq/z8fM9nGKsSzZo106RJk7RhwwZt2LBB119/vW655RbPfwAZp8qtX79er7zyijp16lTuOONVXvv27XXgwAHPz7Zt2zzvMValcnNz1aNHD4WHh+vdd9/V9u3b9eKLL5bb+d3oeFko55e//KU1cuTIcsfatGljPfHEE4YqCk6SrCVLlnheu1wuKyEhwZo0aZLnWGFhoRUTE2PNnDnTQIXBIycnx5JkrVmzxrIsxqo6jRs3tl577TXGyYtjx45ZF198sbVixQrr2muvtcaMGWNZFv+uzjRhwgTrsssuq/Q9xqq8xx9/3OrZs6fX902PFx2VMk6ePKmNGzeqb9++5Y737dtXn3zyiaGqzg979uzRwYMHy42d3W7XtddeW+fHLi8vT5LUpEkTSYyVN8XFxVq4cKHy8/PVrVs3xsmLUaNG6aabbtINN9xQ7jjjVdHOnTuVlJSk1NRUDRkyRLt375bEWJ3pnXfeUefOnTV48GDFx8friiuu0Kuvvup53/R4EVTK+Pnnn1VcXFzhoYhNmzat8PBElOceH8auPMuylJGRoZ49e6pDhw6SGKszbdu2TQ0bNpTdbtfIkSO1ZMkStWvXjnGqxMKFC7Vp0yZlZWVVeI/xKq9r166aN2+eli1bpldffVUHDx5U9+7ddfjwYcbqDLt379aMGTN08cUXa9myZRo5cqRGjx6tefPmSTL/b8voFvrBymazlXttWVaFY6gcY1fegw8+qK1bt+qjjz6q8B5jVeLSSy/Vli1bdPToUb311lsaPny41qxZ43mfcSqxf/9+jRkzRsuXL1e9evW8fo7xKjFgwADPnzt27Khu3bqpVatWmjt3rq6++mpJjJWby+VS586d9fzzz0uSrrjiCn355ZeaMWOG7rnnHs/nTI0XHZUyLrroIoWGhlZIiDk5ORWSJMpzz6Zn7Eo99NBDeuedd7Rq1So1a9bMc5yxKi8iIkKtW7dW586dlZWVpcsuu0x/+9vfGKczbNy4UTk5ObrqqqsUFhamsLAwrVmzRtOmTVNYWJhnTBivyjVo0EAdO3bUzp07+bd1hsTERLVr167csbZt23oWkZgeL4JKGREREbrqqqu0YsWKcsdXrFih7t27G6rq/JCamqqEhIRyY3fy5EmtWbOmzo2dZVl68MEHtXjxYn3wwQdKTU0t9z5jVTXLsuR0OhmnM/Tu3Vvbtm3Tli1bPD+dO3fW0KFDtWXLFrVs2ZLxqoLT6dSOHTuUmJjIv60z9OjRo8IWCt98843nAcHGx6vGp+ueZxYuXGiFh4dbs2bNsrZv326NHTvWatCggfXdd9+ZLs24Y8eOWZs3b7Y2b95sSbImT55sbd682dq7d69lWZY1adIkKyYmxlq8eLG1bds266677rISExMth8NhuPLadf/991sxMTHW6tWrrQMHDnh+CgoKPJ9hrEqMHz/eWrt2rbVnzx5r69at1pNPPmmFhIRYy5cvtyyLcapO2VU/lsV4lfXII49Yq1evtnbv3m2tW7fOGjhwoBUVFeX5bzljVerzzz+3wsLCrIkTJ1o7d+605s+fb0VGRlqvv/665zMmx4ugUom///3vVkpKihUREWFdeeWVnmWldd2qVassSRV+hg8fbllWyRK2CRMmWAkJCZbdbrd+9atfWdu2bTNbtAGVjZEkKzs72/MZxqpEWlqa5//X4uLirN69e3tCimUxTtU5M6gwXqXuvPNOKzEx0QoPD7eSkpKs22+/3fryyy897zNW5S1dutTq0KGDZbfbrTZt2livvPJKufdNjpfNsiyr5vs2AAAA/mOOCgAACFoEFQAAELQIKgAAIGgRVAAAQNAiqAAAgKBFUAEAAEGLoAIAAIIWQQUAAAQtggqAoHfddddp7NixpssAYABBBQAABC2CCgAACFoEFQBBJT8/X/fcc48aNmyoxMREvfjii6ZLAmAQQQVAUHnssce0atUqLVmyRMuXL9fq1au1ceNG02UBMCTMdAEA4Hb8+HHNmjVL8+bNU58+fSRJc+fOVbNmzQxXBsAUOioAgsa3336rkydPqlu3bp5jTZo00aWXXmqwKgAmEVQABA3LskyXACDIEFQABI3WrVsrPDxc69at8xzLzc3VN998Y7AqACYxRwVA0GjYsKHS09P12GOPKTY2Vk2bNtVTTz2lkBD+NxVQVxFUAASVF154QcePH9fNN9+sqKgoPfLII8rLyzNdFgBDbBY3hQEAQJCinwoAAIIWQQUAAAQtggoAAAhaBBUAABC0CCoAACBoEVQAAEDQIqgAAICgRVABAABBi6ACAACCFkEFAAAELYIKAAAIWv8f0uZxITB7yuEAAAAASUVORK5CYII=", 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", 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", + "image/png": 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", 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", + "image/png": 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", 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" ] @@ -381,7 +381,7 @@ "plt.legend()\n", "\n", "plt.figure()\n", - "plot_bars(IV_stream, index=[time.to(ureg.day) for time in replacement_times_top], bar_width = 0.3)\n", + "plot_bars(IV_stream, index=[time.to(ureg.day) for time in replacement_times_top], bar_width = 0.5)\n", "# plot_sample_activity_top(baby_model, replacement_times=replacement_times_top, color=\"#023047\", label=\"Model\")\n", "\n", "MDA = 0.071 # Calculated by hand for demo, TODO create code to calculate automatically\n", @@ -389,7 +389,7 @@ "plt.axhline(y=MDA, color = \"red\", linestyle = \"-.\")\n", "plt.annotate(\n", " f\"MDA per vial\",\n", - " (39, 0.09),\n", + " (48, 0.09),\n", " xytext=(0, 0),\n", " textcoords=\"offset points\",\n", " ha=\"center\",\n", @@ -400,19 +400,19 @@ "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", "plt.ylim(bottom=0 * ureg.Bq, top = 0.5 * ureg.Bq)\n", - "plt.xlim(0, 46)\n", + "plt.xlim(0, 49)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, INNER vessel\", loc=\"left\", pad=15)\n", "\n", "\n", "plt.figure()\n", - "plot_bars(OV_stream, index=[time.to(ureg.day) for time in replacement_times_walls], bar_width = 0.3)\n", + "plot_bars(OV_stream, index=[time.to(ureg.day) for time in replacement_times_walls], bar_width = 0.5)\n", "# plot_sample_activity_wall(baby_model, replacement_times=replacement_times_walls, color=\"tab:green\", label=\"Model\")\n", "\n", "plt.grid(True, axis=\"y\", alpha=0.3)\n", "# plt.ylim(bottom=0 * ureg.Bq)\n", - "plt.xlim(0, 46)\n", + "plt.xlim(0, 49)\n", "plt.ylabel(\"Sample Activity (Bq)\")\n", "plt.xlabel(\"days\")\n", "plt.title(\"Per sample activity, OUTER vessel\", loc=\"left\", pad=15)\n", @@ -422,8 +422,8 @@ "\n", "plt.axhline(y=MDA, color = \"red\", linestyle = \"-.\")\n", "plt.annotate(\n", - " f\"MDA per vial\",\n", - " (39, 0.09),\n", + " f\"MDA per vial, 100 min\",\n", + " (48, 0.09),\n", " xytext=(0, 0),\n", " textcoords=\"offset points\",\n", " ha=\"center\",\n", @@ -432,6 +432,18 @@ " rotation=90,\n", ")\n", "\n", + "MDA_500 = 0.029 # For 500 min counts\n", + "plt.axhline(y=MDA_500, color = \"blue\", linestyle = \"-.\")\n", + "plt.annotate(\n", + " f\"MDA, 500 min\",\n", + " (27, 0.04),\n", + " xytext=(0, 0),\n", + " textcoords=\"offset points\",\n", + " ha=\"center\",\n", + " va=\"bottom\",\n", + " color=\"blue\",\n", + ")\n", + "\n", "plt.show()" ] }, @@ -561,7 +573,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] From cfc7b23ea9668fe2f96fae4f9fd159c101b7ef24 Mon Sep 17 00:00:00 2001 From: Nikola Goles Date: Sat, 9 Aug 2025 15:17:38 -0400 Subject: [PATCH 09/10] Added missing flow rate data --- data/general.json | 34 ++++++++++++++++++++++++---------- 1 file changed, 24 insertions(+), 10 deletions(-) diff --git a/data/general.json b/data/general.json index 3953882..9194b88 100644 --- a/data/general.json +++ b/data/general.json @@ -28,11 +28,18 @@ "flow_rate_sample": { "value": 30, "unit": "SCCM", - "changed_to": { - "value": 20, - "unit": "SCCM", - "time": "7/6/2025 11:29" - } + "changed_to": [ + { + "value": 20, + "unit": "SCCM", + "time": "7/6/2025 11:29" + }, + { + "value": 30, + "unit": "SCCM", + "time": "7/25/2025 14:09" + } + ] }, "flow_rate_air": { "value": 10, @@ -63,11 +70,18 @@ "flow_rate_sample": { "value": 50, "unit": "SCCM", - "changed_to": { - "value": 20, - "unit": "SCCM", - "time": "7/6/2025 11:29" - } + "changed_to": [ + { + "value": 20, + "unit": "SCCM", + "time": "7/6/2025 11:29" + }, + { + "value": 50, + "unit": "SCCM", + "time": "7/25/2025 14:09" + } + ] }, "flow_rate_air": { "value": 10, From 5ff697414ae3be9faf315711013f146e810ef79c Mon Sep 17 00:00:00 2001 From: RemDelaporteMathurin Date: Thu, 14 Aug 2025 21:02:57 -0400 Subject: [PATCH 10/10] fix neutronics model --- analysis/neutron/openmc_model.py | 172 ++++------------------- analysis/neutron/postprocessing.ipynb | 195 ++++++++++++-------------- environment.yml | 2 +- 3 files changed, 118 insertions(+), 251 deletions(-) diff --git a/analysis/neutron/openmc_model.py b/analysis/neutron/openmc_model.py index c98ee69..706dce9 100644 --- a/analysis/neutron/openmc_model.py +++ b/analysis/neutron/openmc_model.py @@ -1,7 +1,7 @@ import openmc from libra_toolbox.neutronics.neutron_source import A325_generator_diamond from libra_toolbox.neutronics import vault -import helpers +from libra_toolbox.neutronics import materials as libra_materials def baby_geometry(x_c: float, y_c: float, z_c: float): @@ -252,41 +252,41 @@ def baby_geometry(x_c: float, y_c: float, z_c: float): # cells source_wall_cell_1 = openmc.Cell(region=source_wall_region) - source_wall_cell_1.fill = SS304 + source_wall_cell_1.fill = libra_materials.SS304 source_region = openmc.Cell(region=source_region) source_region.fill = None epoxy_cell = openmc.Cell(region=epoxy_region) - epoxy_cell.fill = epoxy + epoxy_cell.fill = libra_materials.Epoxy alumina_compressed_cell = openmc.Cell(region=alumina_compressed_region) - alumina_compressed_cell.fill = alumina + alumina_compressed_cell.fill = libra_materials.Alumina vessel_cell = openmc.Cell(region=vessel_region) - vessel_cell.fill = inconel625 + vessel_cell.fill = libra_materials.Inconel625 alumina_cell = openmc.Cell(region=alumina_region) - alumina_cell.fill = alumina + alumina_cell.fill = libra_materials.Alumina cllif_cell = openmc.Cell(region=cllif_region) - cllif_cell.fill = cllif_nat # cllif_nat or lithium_lead + cllif_cell.fill = libra_materials.Cllif gap_cell = openmc.Cell(region=gap_region) - gap_cell.fill = he + gap_cell.fill = libra_materials.Helium cap_cell = openmc.Cell(region=cap_region) - cap_cell.fill = inconel625 + cap_cell.fill = libra_materials.Inconel625 firebrick_cell = openmc.Cell(region=firebrick_region) - firebrick_cell.fill = firebrick + firebrick_cell.fill = libra_materials.Firebrick heater_cell = openmc.Cell(region=heater_region) - heater_cell.fill = heater_mat + heater_cell.fill = libra_materials.Heater_mat table_cell = openmc.Cell(region=table_under_source_region) - table_cell.fill = epoxy + table_cell.fill = libra_materials.Epoxy sphere_cell = openmc.Cell(region=sphere_region) - sphere_cell.fill = air + sphere_cell.fill = libra_materials.Air he_cell = openmc.Cell(region=he_region) - he_cell.fill = he + he_cell.fill = libra_materials.Helium lead_block_1_cell = openmc.Cell(region=lead_block_1_region) - lead_block_1_cell.fill = lead + lead_block_1_cell.fill = libra_materials.Lead lead_block_2_cell = openmc.Cell(region=lead_block_2_region) - lead_block_2_cell.fill = lead + lead_block_2_cell.fill = libra_materials.Lead lead_block_3_cell = openmc.Cell(region=lead_block_3_region) - lead_block_3_cell.fill = lead + lead_block_3_cell.fill = libra_materials.Lead lead_block_4_cell = openmc.Cell(region=lead_block_4_region) - lead_block_4_cell.fill = lead + lead_block_4_cell.fill = libra_materials.Lead cells = [ source_wall_cell_1, @@ -320,16 +320,16 @@ def baby_model(): """ materials = [ - inconel625, - cllif_nat, - SS304, - heater_mat, - firebrick, - alumina, - lead, - air, - epoxy, - he, + libra_materials.Inconel625, + libra_materials.Cllif, + libra_materials.SS304, + libra_materials.Heater_mat, + libra_materials.Firebrick, + libra_materials.Alumina, + libra_materials.Lead, + libra_materials.Air, + libra_materials.Epoxy, + libra_materials.Helium, ] # BABY coordinates @@ -375,126 +375,14 @@ def baby_model(): return model -############################################################################ -# Define Materials -# Source: PNNL Materials Compendium April 2021 -# PNNL-15870, Rev. 2 -inconel625 = openmc.Material(name="Inconel 625") -inconel625.add_element("C", 0.000990, "wo") -inconel625.add_element("Al", 0.003960, "wo") -inconel625.add_element("Si", 0.004950, "wo") -inconel625.add_element("P", 0.000148, "wo") -inconel625.add_element("S", 0.000148, "wo") -inconel625.add_element("Ti", 0.003960, "wo") -inconel625.add_element("Cr", 0.215000, "wo") -inconel625.add_element("Mn", 0.004950, "wo") -inconel625.add_element("Fe", 0.049495, "wo") -inconel625.add_element("Co", 0.009899, "wo") -inconel625.add_element("Ni", 0.580000, "wo") -inconel625.add_element("Nb", 0.036500, "wo") -inconel625.add_element("Mo", 0.090000, "wo") -inconel625.set_density("g/cm3", 8.44) - -# lif-licl - natural - pure -licl_frac = 0.695 -cllif_nat = openmc.Material(name="ClLiF natural") -cllif_nat.add_element("F", 0.5 * (1 - licl_frac), "ao") -cllif_nat.add_element("Li", 0.5 * (1 - licl_frac) + 0.5 * licl_frac, "ao") -cllif_nat.add_element("Cl", 0.5 * licl_frac, "ao") -cllif_nat.set_density( - "g/cm3", helpers.get_exp_cllif_density(650) -) # 69.5 at. % LiCL at 650 C - -# Stainless Steel 304 from PNNL Materials Compendium (PNNL-15870 Rev2) -SS304 = openmc.Material(name="Stainless Steel 304") -# SS304.temperature = 700 + 273 -SS304.add_element("C", 0.000800, "wo") -SS304.add_element("Mn", 0.020000, "wo") -SS304.add_element("P", 0.000450, "wo") -SS304.add_element("S", 0.000300, "wo") -SS304.add_element("Si", 0.010000, "wo") -SS304.add_element("Cr", 0.190000, "wo") -SS304.add_element("Ni", 0.095000, "wo") -SS304.add_element("Fe", 0.683450, "wo") -SS304.set_density("g/cm3", 8.00) - -heater_mat = openmc.Material(name="heater") -heater_mat.add_element("C", 0.000990, "wo") -heater_mat.add_element("Al", 0.003960, "wo") -heater_mat.add_element("Si", 0.004950, "wo") -heater_mat.add_element("P", 0.000148, "wo") -heater_mat.add_element("S", 0.000148, "wo") -heater_mat.add_element("Ti", 0.003960, "wo") -heater_mat.add_element("Cr", 0.215000, "wo") -heater_mat.add_element("Mn", 0.004950, "wo") -heater_mat.add_element("Fe", 0.049495, "wo") -heater_mat.add_element("Co", 0.009899, "wo") -heater_mat.add_element("Ni", 0.580000, "wo") -heater_mat.add_element("Nb", 0.036500, "wo") -heater_mat.add_element("Mo", 0.090000, "wo") -heater_mat.set_density("g/cm3", 2.44) - -# Using Microtherm with 1 a% Al2O3, 27 a% ZrO2, and 72 a% SiO2 -# https://www.foundryservice.com/product/microporous-silica-insulating-boards-mintherm-microtherm-1925of-grades/ -firebrick = openmc.Material(name="Firebrick") -# Estimate average temperature of Firebrick to be around 300 C -# Firebrick.temperature = 273 + 300 -firebrick.add_element("Al", 0.004, "ao") -firebrick.add_element("O", 0.666, "ao") -firebrick.add_element("Si", 0.240, "ao") -firebrick.add_element("Zr", 0.090, "ao") -firebrick.set_density("g/cm3", 0.30) - -# alumina insulation -# data from https://precision-ceramics.com/materials/alumina/ -alumina = openmc.Material(name="Alumina insulation") -alumina.add_element("O", 0.6, "ao") -alumina.add_element("Al", 0.4, "ao") -alumina.set_density("g/cm3", 3.98) - -# air -air = openmc.Material(name="Air") -air.add_element("C", 0.00012399, "wo") -air.add_element("N", 0.75527, "wo") -air.add_element("O", 0.23178, "wo") -air.add_element("Ar", 0.012827, "wo") -air.set_density("g/cm3", 0.0012) - -# epoxy -epoxy = openmc.Material(name="Epoxy") -epoxy.add_element("C", 0.70, "wo") -epoxy.add_element("H", 0.08, "wo") -epoxy.add_element("O", 0.15, "wo") -epoxy.add_element("N", 0.07, "wo") -epoxy.set_density("g/cm3", 1.2) - -# helium @5psig -pressure = 34473.8 # Pa ~ 5 psig -temperature = 300 # K -R_he = 2077 # J/(kg*K) -density = pressure / (R_he * temperature) / 1000 # in g/cm^3 -he = openmc.Material(name="Helium") -he.add_element("He", 1.0, "ao") -he.set_density("g/cm3", density) - -# lead -# data from https://wwwrcamnl.wr.usgs.gov/isoig/period/pb_iig.html -lead = openmc.Material() -lead.set_density("g/cm3", 11.34) -lead.add_nuclide("Pb204", 0.014, "ao") -lead.add_nuclide("Pb206", 0.241, "ao") -lead.add_nuclide("Pb207", 0.221, "ao") -lead.add_nuclide("Pb208", 0.524, "ao") - - if __name__ == "__main__": model = baby_model() model.run() sp = openmc.StatePoint(f"statepoint.{model.settings.batches}.h5") tbr_tally = sp.get_tally(name="TBR").get_pandas_dataframe() - print(f"TBR: {tbr_tally['mean'].iloc[0] :.6e}\n") - print(f"TBR std. dev.: {tbr_tally['std. dev.'].iloc[0] :.6e}\n") + print(f"TBR: {tbr_tally['mean'].iloc[0]:.6e}\n") + print(f"TBR std. dev.: {tbr_tally['std. dev.'].iloc[0]:.6e}\n") processed_data = { "modelled_TBR": { diff --git a/analysis/neutron/postprocessing.ipynb b/analysis/neutron/postprocessing.ipynb index 3567846..06f17d7 100644 --- a/analysis/neutron/postprocessing.ipynb +++ b/analysis/neutron/postprocessing.ipynb @@ -35,19 +35,19 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "isotopes ['Al27', 'Ar36', 'Ar38', 'Ar40', 'B10', 'B11', 'Be9', 'C12', 'C13', 'Ca40', 'Ca42', 'Ca43', 'Ca44', 'Ca46', 'Ca48', 'Cl35', 'Cl37', 'Co59', 'Cr50', 'Cr52', 'Cr53', 'Cr54', 'Cu63', 'Cu65', 'F19', 'Fe54', 'Fe56', 'Fe57', 'Fe58', 'H1', 'H2', 'He3', 'He4', 'K39', 'K40', 'K41', 'Li6', 'Li7', 'Mg24', 'Mg25', 'Mg26', 'Mn55', 'Mo100', 'Mo92', 'Mo94', 'Mo95', 'Mo96', 'Mo97', 'Mo98', 'N14', 'N15', 'Na23', 'Nb93', 'Ni58', 'Ni60', 'Ni61', 'Ni62', 'Ni64', 'O16', 'O17', 'O18', 'P31', 'Pb204', 'Pb206', 'Pb207', 'Pb208', 'S32', 'S33', 'S34', 'S36', 'Si28', 'Si29', 'Si30', 'Ti46', 'Ti47', 'Ti48', 'Ti49', 'Ti50', 'W182', 'W183', 'W184', 'W186', 'Zr90', 'Zr91', 'Zr92', 'Zr94', 'Zr96']\n", + "isotopes ['Al27', 'Ar40', 'B10', 'B11', 'C12', 'C13', 'Ca40', 'Ca42', 'Ca43', 'Ca44', 'Ca46', 'Ca48', 'Cl35', 'Cl37', 'Co59', 'Cr50', 'Cr52', 'Cr53', 'Cr54', 'Cu63', 'Cu65', 'F19', 'Fe54', 'Fe56', 'Fe57', 'Fe58', 'H1', 'H2', 'He3', 'He4', 'K39', 'K40', 'K41', 'Li6', 'Li7', 'Mg24', 'Mg25', 'Mg26', 'Mn55', 'Mo100', 'Mo92', 'Mo94', 'Mo95', 'Mo96', 'Mo97', 'Mo98', 'N14', 'N15', 'Na23', 'Nb93', 'Ni58', 'Ni60', 'Ni61', 'Ni62', 'Ni64', 'O16', 'O17', 'O18', 'P31', 'Pb204', 'Pb206', 'Pb207', 'Pb208', 'S32', 'S33', 'S34', 'S36', 'Si28', 'Si29', 'Si30', 'Ti46', 'Ti47', 'Ti48', 'Ti49', 'Ti50', 'Zr90', 'Zr91', 'Zr92', 'Zr94', 'Zr96']\n", "Searching libraries with the following priority {'ENDFB-8.0-NNDC': 1}\n", "Isotopes found matching library requirements 556\n", "Isotopes found matching particle requirements 1789\n", - "Isotopes found matching isotope requirements 345\n", - "Isotopes found matching all requirements 87\n", + "Isotopes found matching isotope requirements 317\n", + "Isotopes found matching all requirements 80\n", " library remote_file \\\n", "1233 ENDFB-8.0-NNDC H1.h5 \n", "1234 ENDFB-8.0-NNDC H2.h5 \n", @@ -55,7 +55,7 @@ "1237 ENDFB-8.0-NNDC He4.h5 \n", "1238 ENDFB-8.0-NNDC Li6.h5 \n", "... ... ... \n", - "1649 ENDFB-8.0-NNDC W186.h5 \n", + "1400 ENDFB-8.0-NNDC Mo100.h5 \n", "1689 ENDFB-8.0-NNDC Pb204.h5 \n", "1691 ENDFB-8.0-NNDC Pb206.h5 \n", "1692 ENDFB-8.0-NNDC Pb207.h5 \n", @@ -68,7 +68,7 @@ "1237 https://github.com/openmc-data-storage/ENDF-B-... \n", "1238 https://github.com/openmc-data-storage/ENDF-B-... \n", "... ... \n", - "1649 https://github.com/openmc-data-storage/ENDF-B-... \n", + "1400 https://github.com/openmc-data-storage/ENDF-B-... \n", "1689 https://github.com/openmc-data-storage/ENDF-B-... \n", "1691 https://github.com/openmc-data-storage/ENDF-B-... \n", "1692 https://github.com/openmc-data-storage/ENDF-B-... \n", @@ -81,102 +81,82 @@ "1237 ENDFB-8.0-NNDC_He4.h5 neutron He4 He 1 \n", "1238 ENDFB-8.0-NNDC_Li6.h5 neutron Li6 Li 1 \n", "... ... ... ... ... ... \n", - "1649 ENDFB-8.0-NNDC_W186.h5 neutron W186 W 1 \n", + "1400 ENDFB-8.0-NNDC_Mo100.h5 neutron Mo100 Mo 1 \n", "1689 ENDFB-8.0-NNDC_Pb204.h5 neutron Pb204 Pb 1 \n", "1691 ENDFB-8.0-NNDC_Pb206.h5 neutron Pb206 Pb 1 \n", "1692 ENDFB-8.0-NNDC_Pb207.h5 neutron Pb207 Pb 1 \n", "1693 ENDFB-8.0-NNDC_Pb208.h5 neutron Pb208 Pb 1 \n", "\n", - "[87 rows x 8 columns]\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_H1.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_H2.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_He3.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_He4.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_Li6.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_Li7.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_Be9.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_B10.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_B11.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_C12.h5, already downloaded\n", - "Skipping cross_sections/ENDFB-8.0-NNDC_C13.h5, already 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cross_sections/ENDFB-8.0-NNDC_Zr94.h5... \n", + "Downloading cross_sections/ENDFB-8.0-NNDC_Zr96.h5... \n", + "Downloading cross_sections/ENDFB-8.0-NNDC_Nb93.h5... \n" ] } ], @@ -187,12 +167,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -204,8 +184,7 @@ "source": [ "# Visualization\n", "\n", - "from libra_toolbox.neutronics.vault import Air\n", - "from openmc_model import air\n", + "from libra_toolbox.neutronics.materials import Air\n", "\n", "x_c = 587\n", "y_c = 60\n", @@ -216,7 +195,7 @@ " pixels=(1000, 1000),\n", " basis=\"xy\",\n", " color_by=\"material\",\n", - " colors={Air: \"white\", air: \"white\"},\n", + " colors={Air: \"white\"},\n", ")\n", "ax.tick_params(axis=\"both\", labelsize=20)\n", "ax.set_xlabel(ax.get_xlabel(), fontsize=20)\n", @@ -231,7 +210,7 @@ "outputs": [ { "data": { - "image/png": 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" ] @@ -247,7 +226,7 @@ " pixels=(1000, 1000),\n", " basis=\"xz\",\n", " color_by=\"material\",\n", - " colors={Air: \"white\", air: \"white\"},\n", + " colors={Air: \"white\"},\n", ")\n", "ax.tick_params(axis=\"both\", labelsize=20)\n", "ax.set_xlabel(ax.get_xlabel(), fontsize=20)\n", @@ -271,9 +250,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "TBR: 2.041907e-03\n", + "TBR: 3.167370e-03\n", "\n", - "TBR std. dev.: 2.790358e-05\n", + "TBR std. dev.: 3.634021e-05\n", "\n" ] } @@ -288,7 +267,7 @@ ], "metadata": { "kernelspec": { - "display_name": "baby-1l-run-4", + "display_name": "baby-1l-run-12", "language": "python", "name": "python3" }, @@ -302,7 +281,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.10" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/environment.yml b/environment.yml index 02bed62..8511fa6 100644 --- a/environment.yml +++ b/environment.yml @@ -16,7 +16,7 @@ dependencies: - pint - pip - pip: - - git+https://github.com/libra-project/libra-toolbox # add version tag + - libra-toolbox>=0.9.1 - openmc_data_downloader - matplotlib-label-lines - h-transport-materials