Sub-Nanometer Channels Embedded in Two-Dimensional Materials
Paper • 1707.09880 • Published
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mjbuehler
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mjbuehler
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mjbuehler
submitted a
paper to Daily Papers 3 months ago
mjbuehler
authored 15
papers 4 months ago
Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins
Paper • 2305.04934 • Published • 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 • 1
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing
Paper • 2304.05137 • Published • 1
Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties
Paper • 2309.10170 • Published • 1
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials
Paper • 2309.08788 • Published • 1
Reoccurring patterns in hierarchical protein materials and music: The power of analogies
Paper • 1111.5297 • Published • 1
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities
Paper • 2310.10445 • Published • 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 • 1
MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge
Paper • 2311.08166 • Published • 2
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems
Paper • 2306.17525 • Published • 1
DyFraNet: Forecasting and Backcasting Dynamic Fracture Mechanics in Space and Time Using a 2D-to-3D Deep Neural Network
Paper • 2211.08482 • Published • 1
Revealing diatom-inspired materials multifunctionality
Paper • 2501.01229 • Published
Agentic End-to-End De Novo Protein Design for Tailored Dynamics Using a Language Diffusion Model
Paper • 2502.10173 • Published • 4
MusicSwarm: Biologically Inspired Intelligence for Music Composition
Paper • 2509.11973 • Published
Selective Imperfection as a Generative Framework for Analysis, Creativity and Discovery
Paper • 2601.00863 • Published • 2