The Mechanics of Bioinspired Artificial Intelligence – Prof Markus J. Buehler, McAfee Professor of Engineering, MIT

When:
March 10, 2021 @ 4:30 pm – 5:30 pm
2021-03-10T16:30:00+00:00
2021-03-10T17:30:00+00:00
Where:
Zoom Meeting ID: 819 1682 8857
Contact:
Hilde Hambro

Nature produces a variety of materials with many functions, often out of simple and abundant materials, and at low energy. Such systems – examples of which include silk, bone, nacre or diatoms – provide broad inspiration for engineering. Here we explore the translation of biological composites to engineering applications, using a variety of tools including molecular modeling, AI and machine learning, and experimental synthesis and characterization. We review a series of studies focused on the mechanical behavior of materials, especially fracture, and how these phenomena can be modeled using a combination of molecular dynamics and machine learning. We also present various case studies of material optimization using genetic algorithms, applied to 3D printed composites, protein design, and a translation of protein folding to music and back.

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