Running on Zero
MCP
Graph-PrefLexOR Scientific Reasoning
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Graph-native LLM scientific reasoning with graph viz
AI & ML interests
PI: Markus J. Buehler, MIT. Our research focus on developing a new paradigm that designs materials from the molecular scale, using MD, ML and other methods.
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Papers
Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning