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Markus Buehler

Massachusetts Institute of Technology · Mechanical Engineering
machine learning Deformation failure Protein folding property prediction Biomass conversion Multiscale modeling Artificial intelligence

About
Regular biography

Markus Buehler is an Associate Professor in the Department of Mechanical Engineering at the Massachusetts Institute of Technology. His research focuses on deformation and failure, protein folding and property prediction, biomass conversion, multiscale modeling, artificial intelligence, machine learning, additive manufacturing, hierarchical materials, bio-inspired materials, fracture mechanics, solid mechanics, and biophysics. He is also interested in category theory and deep learning. Buehler's work explores the mechanics of complex hierarchical materials and the application of computational methods to materials science and design. His research has led to advancements in bio-inspired materials and the integration of AI in materials modeling and design.


Scholar profile summary
Scholar-generated biography

Markus J. Buehler is a researcher at the Massachusetts Institute of Technology, focusing on materials science, artificial intelligence, biomaterials, bioinspiration, and failure analysis. His work explores the mechanical behavior of biological materials such as collagen, bone, and spider silk, with an emphasis on understanding structure-property relationships. Buehler's research integrates computational modeling, molecular mechanics, and experimental approaches to design bioinspired materials and improve mechanical performance. He has contributed to the study of nanomechanics, hierarchical structures, and the role of nanofibrils in natural and synthetic systems. His research also addresses challenges in cement hydrates, polymer nanocomposites, and the application of machine learning in material design.

Source: google_scholar · 103 words
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