diff --git a/sedpy/data/filters/jwst_f1000w.par b/sedpy/data/filters/jwst_f1000w.par
index 76b9fb8..5ee9934 100644
--- a/sedpy/data/filters/jwst_f1000w.par
+++ b/sedpy/data/filters/jwst_f1000w.par
@@ -1,5008 +1,538 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
-
-
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F1000W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F1000W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
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diff --git a/sedpy/data/filters/jwst_f1130w.par b/sedpy/data/filters/jwst_f1130w.par
index 2d1a66b..93fb087 100644
--- a/sedpy/data/filters/jwst_f1130w.par
+++ b/sedpy/data/filters/jwst_f1130w.par
@@ -1,5008 +1,384 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F1130W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F1130W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
+    
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diff --git a/sedpy/data/filters/jwst_f1280w.par b/sedpy/data/filters/jwst_f1280w.par
index 7f7204f..591966a 100644
--- a/sedpy/data/filters/jwst_f1280w.par
+++ b/sedpy/data/filters/jwst_f1280w.par
@@ -1,5008 +1,677 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F1280W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F1280W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
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diff --git a/sedpy/data/filters/jwst_f1500w.par b/sedpy/data/filters/jwst_f1500w.par
index 2aa12e3..5148325 100644
--- a/sedpy/data/filters/jwst_f1500w.par
+++ b/sedpy/data/filters/jwst_f1500w.par
@@ -1,5008 +1,868 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F1500W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F1500W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
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diff --git a/sedpy/data/filters/jwst_f1800w.par b/sedpy/data/filters/jwst_f1800w.par
index 83eaf3b..04ca31c 100644
--- a/sedpy/data/filters/jwst_f1800w.par
+++ b/sedpy/data/filters/jwst_f1800w.par
@@ -1,5008 +1,961 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F1800W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F1800W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
+    
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diff --git a/sedpy/data/filters/jwst_f2100w.par b/sedpy/data/filters/jwst_f2100w.par
index 911536c..d7dd2b0 100644
--- a/sedpy/data/filters/jwst_f2100w.par
+++ b/sedpy/data/filters/jwst_f2100w.par
@@ -1,5008 +1,1352 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F2100W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F2100W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
+    
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diff --git a/sedpy/data/filters/jwst_f2550w.par b/sedpy/data/filters/jwst_f2550w.par
index 2632e88..edf8475 100644
--- a/sedpy/data/filters/jwst_f2550w.par
+++ b/sedpy/data/filters/jwst_f2550w.par
@@ -1,5008 +1,1464 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F2550W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F2550W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
+    
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diff --git a/sedpy/data/filters/jwst_f560w.par b/sedpy/data/filters/jwst_f560w.par
index 7756ab8..645d98e 100644
--- a/sedpy/data/filters/jwst_f560w.par
+++ b/sedpy/data/filters/jwst_f560w.par
@@ -1,5008 +1,394 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
-
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F560W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F560W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
+    
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diff --git a/sedpy/data/filters/jwst_f770w.par b/sedpy/data/filters/jwst_f770w.par
index 4ce9997..98179cf 100644
--- a/sedpy/data/filters/jwst_f770w.par
+++ b/sedpy/data/filters/jwst_f770w.par
@@ -1,5008 +1,537 @@
-# from ImPCE_TN-00072-ATC-Iss2.xlsx from
-# http://ircamera.as.arizona.edu/MIRI/pces.htm
-# Retrieved Jan 23, 2017
-# Does not include observatory efficiency?
-# Units of transmission are PCE (photon to electron conversion efficiency)
+# WAVELENGTH THROUGHPUT
 # 
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+# From MIRI_endtoend_throughputs_v4.0/MIRI_F770W_endtoend_throughput_perphoton_ETC4.0.fits
+# via https://jwst-docs.stsci.edu/jwst-mid-infrared-instrument/miri-technical-library#MIRITechnicalLibrary-Technicaldata
+# Retrieved 31 March 2026
+#
+# July 25, 2024
+# MIRI Imager F770W end-to-end throughput (per photon)
+# Computed using Pandeia Data Version 4.0
+# Includes optical telescope element (OTE) transmission
+# Includes detector quantum efficiency (QE)
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