Markus J. Buehler

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Tandem Mass Spectrometry

Top Venues

Comput. Music. J.

J. Multimodal User Interfaces

Publications

Eric L. Buehler, Markus J. Buehler
X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Design. CoRR (2024)
Markus J. Buehler
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design. CoRR (2024)
Alireza Ghafarollahi, Markus J. Buehler
AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence. CoRR (2024)
Markus J. Buehler
Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning. CoRR (2024)
Haiqian Yang, Anh Q. Nguyen, Dapeng Bi, Markus J. Buehler, Ming Guo
Multicell-Fold: geometric learning in folding multicellular life. CoRR (2024)
Haiqian Yang, Florian Meyer, Shaoxun Huang, Liu Yang, Cristiana Lungu, Monilola A. Olayioye, Markus J. Buehler, Ming Guo
Learning Dynamics from Multicellular Graphs with Deep Neural Networks. CoRR (2024)
Markus J. Buehler
Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins. CoRR (2023)
Wei Lu, Nic A. Lee, Markus J. Buehler
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing. CoRR (2023)
Wei Lu, David L. Kaplan, Markus J. Buehler
Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties. CoRR (2023)
Markus J. Buehler
Unsupervised cross-domain translation via deep learning and adversarial attention neural networks and application to music-inspired protein designs. Patterns 4 (3) (2023)
Markus J. Buehler
Diatom-inspired architected materials using language-based deep learning: Perception, transformation and manufacturing. CoRR (2023)
Markus J. Buehler
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities. CoRR (2023)
Rachel K. Luu, Markus J. Buehler
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials. CoRR (2023)
Bo Ni, Markus J. Buehler
MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge. CoRR (2023)
Markus J. Buehler
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design. CoRR (2023)
Bo Ni, David L. Kaplan, Markus J. Buehler
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model. CoRR (2023)
Markus J. Buehler
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems. CoRR (2023)
Isabelle Su, Ian Hattwick, Christine Southworth, Evan Ziporyn, Ally Bisshop, Roland Mühlethaler, Tomás Saraceno, Markus J. Buehler
Interactive exploration of a hierarchical spider web structure with sound. J. Multimodal User Interfaces 16 (1) (2022)
Isabelle Su, Zhao Qin, Tomás Saraceno, Ally Bisshop, Roland Mühlethaler, Evan Ziporyn, Markus J. Buehler
Sonification of a 3-D Spider Web and Reconstitution for Musical Composition Using Granular Synthesis. Comput. Music. J. 44 (4) (2020)
Wei Chen, Markus J. Buehler, Gordon Parker, Bernhard P. Bettig
Optimal sensor design and control of piezoelectric laminate beams. IEEE Trans. Control. Syst. Technol. 12 (1) (2004)