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1. ICML_2026_MIW_IOI_Sign_Flip ICML_2026_MIW_IOI_Sign_Flip Public

   A Training-Time Sign Flip in IOI Circuit Formation : Code, data and analyses for paper accepted at the ICML 2026 Mechanistic Interpretability Workshop.

   Python

2. Lexon-AI Lexon-AI Public

   Lexon AI (MadHacks 2025 finalist) is a source-grounded research interface that generates transparent answers, connects every claim to verifiable evidence, and visualizes the relationships between q…

   TypeScript

3. AniSOAP-ASE AniSOAP-ASE Public

   This repository connects AniSOAP descriptors to ASE energy models through an explicit calculator interface, with optional finite-difference forces. It was developed during Fall 2025 OSPO internship…

   Python

4. AniSOAP-Torch AniSOAP-Torch Public

   This repository accelerates anisotropic SOAP descriptors using batched PyTorch operations and Rust. It was developed during Spring 2026 OSPO internship with the Cersonsky Lab at UW–Madison.

   Python

5. AniSOAP-Optimization-Study AniSOAP-Optimization-Study Public

   This repository documents a DOI-backed profiling and optimization study of AniSOAP's NumPy and PyTorch descriptor pipelines across CPU and Apple MPS. It was developed during Fall 2025 OSPO internsh…

   Python

6. ESSOS ESSOS Public

   Forked from uwplasma/ESSOS

   e-Stellarator Simulation and Optimization Suite

   Python