lamm-mit
's Collections
LAMM MIT papers
updated
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials
Analysis and Design
Paper
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2405.19076
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Published
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2
X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for
Large Language Models with Applications in Protein Mechanics and Design
Paper
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2402.07148
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Published
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4
ProtAgents: Protein discovery via large language model multi-agent
collaborations combining physics and machine learning
Paper
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2402.04268
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Published
MechAgents: Large language model multi-agent collaborations can solve
mechanics problems, generate new data, and integrate knowledge
Paper
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2311.08166
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Published
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2
ForceGen: End-to-end de novo protein generation based on nonlinear
mechanical unfolding responses using a protein language diffusion model
Paper
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2310.10605
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Published
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1
MechGPT, a language-based strategy for mechanics and materials modeling
that connects knowledge across scales, disciplines and modalities
Paper
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2310.10445
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Published
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1
Generative modeling, design and analysis of spider silk protein
sequences for enhanced mechanical properties
Paper
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2309.10170
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Published
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1
BioinspiredLLM: Conversational Large Language Model for the Mechanics of
Biological and Bio-inspired Materials
Paper
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2309.08788
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Published
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1
MeLM, a generative pretrained language modeling framework that solves
forward and inverse mechanics problems
Paper
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2306.17525
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Published
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1
Generative Pretrained Autoregressive Transformer Graph Neural Network
applied to the Analysis and Discovery of Novel Proteins
Paper
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2305.04934
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Published
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1
Generative Discovery of Novel Chemical Designs using Diffusion Modeling
and Transformer Deep Neural Networks with Application to Deep Eutectic
Solvents
Paper
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2304.12400
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Published
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1
Modeling and design of heterogeneous hierarchical bioinspired spider web
structures using generative deep learning and additive manufacturing
Paper
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2304.05137
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Published
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1
DyFraNet: Forecasting and Backcasting Dynamic Fracture Mechanics in
Space and Time Using a 2D-to-3D Deep Neural Network
Paper
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2211.08482
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Published
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1
Reoccurring patterns in hierarchical protein materials and music: The
power of analogies
Paper
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1111.5297
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Published
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1
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory
Optimization of Reasoning and Agentic Thinking
Paper
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2410.12375
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Published
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2