End-to-end differentiability and tensor processing unit computing to accelerate materials’ inverse design

Abstract Numerical simulations have revolutionized material design. However, although simulations excel at mapping an input material to its output property, their direct application to inverse design has traditionally been limited by their high computing cost and lack of differentiability. Here, tak...

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Bibliographic Details
Main Authors: Han Liu, Yuhan Liu, Kevin Li, Zhangji Zhao, Samuel S. Schoenholz, Ekin D. Cubuk, Puneet Gupta, Mathieu Bauchy
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-023-01080-x