lamm-mit/MetaMaterialsDiscovery
Updated • 7
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
Reading and Steering Representations of Materials-Science Mechanisms in an Open-Weight Language Model
Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
lamm-mit/gemma4-jacobian-lenses
Updated • 1
lamm-mit/qwen2.5-1.5b-diffusion-graph-canvas-inpainting-v1
Fill-Mask • 2B • Updated • 28
lamm-mit/qwen2.5-1.5b-diffusion-chatmix-1024-2m-block-shift-v3
Fill-Mask • 2B • Updated • 24 • 1
lamm-mit/Llama-3-1-8B-dominant-protein-SS-structure
Updated
lamm-mit/qwen2.5-1.5b-diffusion-chatmix-1024-2m-from-base
2B • Updated • 4 • 1
lamm-mit/qwen2.5-1.5b-diffusion-scientific-L-L
Fill-Mask • 2B • Updated • 8
lamm-mit/qwen2.5-1.5b-diffusion-scientific-L
Fill-Mask • 2B • Updated • 11
lamm-mit/qwen2.5-1.5b-diffusion-scientific-design
Fill-Mask • 2B • Updated • 8
lamm-mit/gemma-4-e4b-layer20-batchtopk-sae
Updated
lamm-mit/qwen2.5-1.5b-diffusion-ultrachat
2B • Updated • 6
lamm-mit/scientific-sft-grpo-design-grpo
Updated
lamm-mit/scientific-sft-grpo-design-sft
Updated
lamm-mit/scientific-sft-grpo-grpo
Updated
lamm-mit/scientific-sft-grpo-sft
Updated
lamm-mit/Graph-PRefLexOR-4B-Inpainting
Text Generation • 8B • Updated • 61 • 1
lamm-mit/google-gemma-4-E4B-it
Any-to-Any • 8B • Updated • 29
lamm-mit/EditFlow-Qwen3-4B-graph-canvas
5B • Updated • 15
lamm-mit/DeepSeek-OCR
Image-Text-to-Text • 3B • Updated • 15
lamm-mit/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 29
lamm-mit/gpt-oss-20b
21B • Updated • 45
lamm-mit/Graph-Preflexor-1.7b_08012026
Text Generation • 2B • Updated • 20
lamm-mit/Graph-Preflexor-3b_08012026
Text Generation • 3B • Updated • 9
lamm-mit/Graph-Preflexor-8b_12292025
Text Generation • 8B • Updated • 34 • • 4
lamm-mit/Graph-Preflexor-4b_07012026
Image-Text-to-Text • 8B • Updated • 68 • 2
lamm-mit/Graph-Preflexor-S-4b_07012026
8B • Updated • 2
lamm-mit/gemma4-e4b-grpo-graph-10k-merged_1300
9B • Updated • 9
lamm-mit/gemma4-e4b-sft-graph-10k-merged
Image-Text-to-Text • 8B • Updated • 9
lamm-mit/gemma4-e4b-grpo-graph-10k-merged_latest_mistralrs
9B • Updated • 3
lamm-mit/gemma4-e4b-sft-graph-10k-L_step_600
9B • Updated • 11