reproducibility-research

ESM-2 protein-retrieval failure-mode study with preregistered evidence, calibration analysis, and explicit curation limits.

Framework for spectral confinement in Ring-LWE. Proves ETH violation via the Pi_2 Gaussian primorial attractor. Features IPR analysis yielding a sub-extensive fractal dimension D2 ~ 0.2329 and geometric renormalization (eps = pi*sqrt(2G)) based on Catalan's constant. Includes reproducible Jupyter Notebooks for lattice cryptanalysis.

Current analysis code for the Brazilian Reproducibility Initiative preprint (v5 onwards)

Open-source project distributed simulation environment using bare metal nodes for systems, cloud, and cybersecurity research

Lightweight single-node multi-GPU experiment scheduler for Python ML research.