The Machine Learning Revolution in Materials Research

Sep 24, 2019

Collection: OnDemand Webinar Series

Type: Session

Speakers:

• Keith A. Brown, Boston University
• Carla Gomes, Cornell University
• Prasanna V. Balachandran, University of Virginia
• Newell Washburn, Carnegie Mellon University
• Daniel Ruscitto, GE Global Research
• Kareem Aggour, GE Global Research

Tags: nanostructure metal dielectric microstructure devices piezoelectric ferroelectric crystallographic structure electronic material alloys composite electrical properties ceramic machine learning simulation electronic structure artificial intelligence powder metallurgy scanning electron transmission microscopy STEM biomimetic assembly biological chemical synthesis coatings x-ray diffraction combinatorial synthesis data analysis autonomous research systems symbolic regression genetic programming grammar-guided genetic programming grammatical evolution mathematic formulas elemental optical metallography

Bio-inspired “Far From Equilibrium” Materials

Feb 20, 2019

Collection: OnDemand Webinar Series

Type: Session

Speakers:

• Germano Iannacchione, Worcester Polytechnic Institute
• Henry Hess, Columbia University
• Gerd Schröder-Turk, Murdoch University
• Giovanni Zocchi, UCLA
• Atanu Chatterjee, Worcester Polytechnic Institute

Tags: nanoscale nanostructure elastic properties self-assembly optical properties actuator phase equilibria stressstrain relationship biomimetic assembly cellular macromolecular structure polymerization CMP fluids nucleation and growth biological internal friction