Markus J. Buehler
Massachusetts Institute of Technology
H-index: 113
North America-United States
Top articles of Markus J. Buehler
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Design | arXiv preprint arXiv:2402.07148 | Eric L Buehler Markus J Buehler | 2024/2/11 |
Robust myco-composites: a biocomposite platform for versatile hybrid-living materials | Materials Horizons | Sabrina C Shen Nicolas A Lee William J Lockett Aliai D Acuil Hannah B Gazdus | 2024 |
Learning from Nature to Achieve Material Sustainability: Generative AI for Rigorous Bio-Inspired Materials Design | Rachel K Luu Sofia Arevalo Wei Lu Bo Ni Zhenze Yang | 2024/3/27 | |
Valorizing Sewage Sludge: Using Nature-Inspired Architecture to Overcome Intrinsic Weaknesses of Waste-Based Materials | arXiv preprint arXiv:2401.12591 | Sabrina C Shen Branden Spitzer Damian Stefaniuk Shengfei Zhou Admir Masic | 2024/1/23 |
Learning Dynamics from Multicellular Graphs with Deep Neural Networks | arXiv preprint arXiv:2401.12196 | Haiqian Yang Florian Meyer Shaoxun Huang Liu Yang Cristiana Lungu | 2024/1/22 |
Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning | arXiv preprint arXiv:2403.11996 | Markus J Buehler | 2024/3/18 |
MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge | Extreme Mechanics Letters | Bo Ni Markus J Buehler | 2024/2/7 |
From origami to materials informatics, to mollusc shells: Emerging topics of research | Markus J Buehler | 2024/1/5 | |
Crosslinker energy landscape effects on dynamic mechanical properties of ideal polymer hydrogels | Materials Advances | Eesha Khare Amadeus CS de Alcântara Nic Lee Munir S Skaf Markus J Buehler | 2024 |
MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines, and Modalities | Markus J Buehler | 2024/3/1 | |
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a language diffusion model | Science Advances | Bo Ni David L Kaplan Markus J Buehler | 2024/2/7 |
Generative modeling, design, and analysis of spider silk protein sequences for enhanced mechanical properties | Advanced Functional Materials | Wei Lu David L Kaplan Markus J Buehler | 2024/3 |
Advanced Mechanics of Hard Tissue Using Imaging-Based Measurements and Artificial Intelligence | Gianluca Tozzi Markus J Buehler | 2024/1/1 | |
Filtration made green and easy | Nature Sustainability | Talia Khan Markus J Buehler | 2024/2 |
Heterogeneous and Cooperative Rupture of Histidine–Ni2+ Metal-Coordination Bonds on Rationally Designed Protein Templates | ACS Biomaterials Science & Engineering | Eesha Khare Constancio Gonzalez Obeso Zaira Martín-Moldes Ayesha Talib David L Kaplan | 2024/4/26 |
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio‐Inspired Materials | Advanced Science | Rachel K Luu Markus J Buehler | 2024/3 |
Molecular analysis and design using multimodal generative artificial intelligence via multi-agent modeling | Isabella Stewart Markus Buehler | 2024/4/16 | |
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning | arXiv preprint arXiv:2402.04268 | Alireza Ghafarollahi Markus J Buehler | 2024/1/27 |
Single-shot forward and inverse hierarchical architected materials design for nonlinear mechanical properties using an attention-diffusion model | Materials Today | Andrew J Lew Markus J Buehler | 2023/4/1 |
DyFraNet: Forecasting and backcasting dynamic fracture mechanics in space and time using a 2D-to-3D deep neural network | APL Machine Learning | Yu-Chuan Hsu Markus J Buehler | 2023/6/1 |
