preregistered-research

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arturoornelasb / rp-qfi-sensing

Preregistered numerical companion of 'Multifractality as a sensing resource' (the D2 figure of merit): gRP/PBRM/Sierpinski fidelity-susceptibility experiments, frozen readings, certified eigensolvers.

random-matrix-theory quantum-metrology cold-atoms quantum-sensing multifractality rosenzweig-porter preregistered-research quantum-fisher-information fidelity-susceptibility

Updated Jul 12, 2026
Python

arturoornelasb / plates-rp-fem

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Open-source FEM tests of the Rosenzweig-Porter hypothesis for freely vibrating plates: certified Argyris/C0-IP eigensolvers, preregistered experiment registry E1-E20, and the companion paper. Tests doi:10.5281/zenodo.21313838.

random-matrix-theory finite-element-method kirchhoff-plate scikit-fem spectral-statistics wave-chaos rosenzweig-porter plate-vibrations eigenvector-multifractality preregistered-research

Updated Jul 12, 2026
Python

ebt55 / digital-grimace-scale

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Do language models show non-verbal signs of adverse treatment, or are we reading decoder noise? A preregistered stress test of answer-margin, resample and revision markers under false-failure feedback and hostile tone (Gemma, Qwen, Llama), with probing, DPO suppression and robustness checks.

reproducible-research open-science ai-safety interpretability dpo vllm qlora llm-evaluation gemma-2 apart-research model-welfare digital-minds preregistered-research research-sprint

Updated Aug 18, 2026
Python

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