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Lihonggang-scnu / VeriTMM

Verifier-first transfer-matrix workbench for multilayer optics and differentiable inverse design

β–² ~0/7d β˜… 69 Python 8d ago
SuperJJ007 / papermachine

The AI analyst that shows its work. Runs Python and R on your own machine, and traces every chart back to the code behind it.

β–² ~0/7d β˜… 66 TypeScript 1mo ago
pipelinelabai / paperbench-expanded

PaperBench High-Difficulty and Expanded Tasks: paper reproduction beyond machine learning. 93 tasks in 12 research areas, run in domain-native software and graded by clean replay. 12 public tasks.

β–² ~0/7d β˜… 50 Python 13d ago
Xiuyiw / CFD-SCIPaper-Agent

Author-in-the-loop toolkit for turning mature CFD evidence into defensible research directions, reproducible figures, and traceable scientific prose.

β–² ~0/7d β˜… 48 Python today
haoming-luo / agentfem

AI-native open-source finite-element platform connecting engineering, computation, data, and AI.