Markus J. Buehler
Orcid: 0000-0002-4173-9659
According to our database1,
Markus J. Buehler
authored at least 17 papers
between 2004 and 2024.
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Bibliography
2024
Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning.
CoRR, 2024
X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Design.
CoRR, 2024
2023
Unsupervised cross-domain translation via deep learning and adversarial attention neural networks and application to music-inspired protein designs.
Patterns, March, 2023
MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge.
CoRR, 2023
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design.
CoRR, 2023
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model.
CoRR, 2023
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities.
CoRR, 2023
Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties.
CoRR, 2023
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials.
CoRR, 2023
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems.
CoRR, 2023
Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins.
CoRR, 2023
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing.
CoRR, 2023
Diatom-inspired architected materials using language-based deep learning: Perception, transformation and manufacturing.
CoRR, 2023
2022
J. Multimodal User Interfaces, 2022
2020
Sonification of a 3-D Spider Web and Reconstitution for Musical Composition Using Granular Synthesis.
Comput. Music. J., 2020
2004
IEEE Trans. Control. Syst. Technol., 2004