Markus Buehler PRO

mjbuehler

https://meche.mit.edu/people/faculty/mbuehler@mit.edu

AI & ML interests

AI for science; discovery; atomistic, molecular and multiscale modeling Artificial intelligence and machine learning Biology and biophysics Bioinspired design, biomaterials and protein materials, additive manufacturing

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Bioinspired123D: Models and Datasets

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Bioinspired123D: Models and Datasets

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Bioinspired123D is a generative agentic framework that translates natural language descriptions of biological structure into executable Blender code. • 3 items • Updated about 2 hours ago • 1

updated a collection about 2 hours ago

Bioinspired123D: Models and Datasets

Collection

Bioinspired123D is a generative agentic framework that translates natural language descriptions of biological structure into executable Blender code. • 3 items • Updated about 2 hours ago • 1

updated a model about 2 hours ago

lamm-mit/Llama3.1-8b-Instruct-CPT-SFT-DPO-09022024-Q4_K_M-GGUF

8B • Updated about 2 hours ago

published a model about 2 hours ago

lamm-mit/Llama3.1-8b-Instruct-CPT-SFT-DPO-09022024-Q4_K_M-GGUF

8B • Updated about 2 hours ago

updated a dataset about 2 hours ago

lamm-mit/Bioinspired3D

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published a dataset about 2 hours ago

lamm-mit/Bioinspired3D

Viewer • Updated about 2 hours ago • 4.56k

updated a model about 2 hours ago

lamm-mit/Bioinspired3D

Updated 15 minutes ago • 1

published a model about 2 hours ago

lamm-mit/Bioinspired3D

Updated 15 minutes ago • 1

authored 8 papers 1 day ago

Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins

Paper • 2305.04934 • Published May 7, 2023 • 1

Generative Discovery of Novel Chemical Designs using Diffusion Modeling and Transformer Deep Neural Networks with Application to Deep Eutectic Solvents

Paper • 2304.12400 • Published Apr 24, 2023 • 1

Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing

Paper • 2304.05137 • Published Apr 11, 2023 • 1

Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties

Paper • 2309.10170 • Published Sep 18, 2023 • 1

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Paper • 2309.08788 • Published Sep 15, 2023 • 1

Reoccurring patterns in hierarchical protein materials and music: The power of analogies

Paper • 1111.5297 • Published Nov 22, 2011 • 1

MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities

Paper • 2310.10445 • Published Oct 16, 2023 • 1

ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model

Paper • 2310.10605 • Published Oct 16, 2023 • 1

Markus Buehler PRO

AI & ML interests

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