Markus J. Buehler

Massachusetts Institute of Technology — United States

Materials Science · Physical Sciences

117h-index53.0kcitations1.0kworks8.42yr avg
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Research Topics

Silk-based biomaterials and applications(154), Force Microscopy Techniques and Applications(91), Calcium Carbonate Crystallization and Inhibition(89), Bone Tissue Engineering Materials(78), Machine Learning in Materials Science(76)

Publications1.0k total

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
ArXiv.org·2026Open Access
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
arXiv (Cornell University)·2026Open Access
Physics-aware emergent cognition for discovery, materials innovation, and design through agentic modeling
Nano Futures·2026Open Access
AI-Guided Human-In-the-Loop Inverse Design of High Performance Engineering Structures
arXiv (Cornell University)·2026Open Access
AI-Guided Human-In-the-Loop Inverse Design of High Performance Engineering Structures
ArXiv.org·2026Open Access
Higher-Order Knowledge Representations for Agentic Scientific Reasoning
arXiv (Cornell University)·2026Open Access
Higher-Order Knowledge Representations for Agentic Scientific Reasoning
ArXiv.org·2026Open Access
Selective Imperfection as a Generative Framework for Analysis, Creativity and Discovery
ArXiv.org·2025Open Access
Selective Imperfection as a Generative Framework for Analysis, Creativity and Discovery
arXiv (Cornell University)·2025Open Access
MultiCell: geometric learning in multicellular development
Nature Methods·2025· 2 cited
Swarms of Large Language Model Agents for Protein Sequence Design with Experimental Validation
arXiv (Cornell University)·2025Open Access
Frontiers of biological material intelligence
MRS Bulletin·2025Open Access
Rapid and automated alloy design with graph neural network-powered large language model-driven multi-agent AI
MRS Bulletin·2025· 1 citedOpen Access
Self-organizing graph reasoning evolves into a critical state for continuous discovery through structural–semantic dynamics
Chaos An Interdisciplinary Journal of Nonlinear Science·2025· 1 cited
An open-source and low-cost dual-extruder 3D printer for macroscale biotic materials
Progress in Additive Manufacturing·2025Open Access
An Open-Source and Low-Cost Dual Extruder 3D Printer for Macroscale Biotic Materials
2025Open Access
MusicSwarm: Biologically Inspired Intelligence for Music Composition
arXiv (Cornell University)·2025Open Access
LifeGPT: topology-agnostic generative pretrained transformer model for cellular automata
npj Artificial Intelligence·2025· 1 citedOpen Access
Molecular-Scale Interactions at Mineralized Collagen Interfaces Prevent Network Percolation, Preserving Compliance
ACS Nano·2025· 1 cited
Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

C. Auth(5), David L. Kaplan(5), Zhao Qin(5), Sinan Keten(4), K. Mistry(4), T. Ghani(4), C. Kenyon(4), B. McIntyre(4), Nicola M. Pugno(4), Shengjie Ling(4), Roland J.‐M. Pellenq(3), Franz‐Josef Ulm(3), Dennis G. Hanken(3), M. Hattendorf(3), Leonard C. Pipes(3), M. B. Prince(3), S. Sivakumar(3), D. Bergstrom(3), V. Chikarmane(3), Chun‐Teh Chen(3)