LAMM: MIT Laboratory for Atomistic and Molecular Mechanics

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.

Recent Activity

mjbuehler  authored a paper 32 minutes ago

BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning

mjbuehler  updated a collection about 1 hour ago

BeamPERL

mjbuehler  updated a dataset about 1 hour ago

lamm-mit/BeamRL-EvalData

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Papers

BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

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Team members 2