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

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

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

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.

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