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Inverse design of soft materials via a deep learning-based evolutionary strategy.

Authors :
Coli, Gabriele M.
Boattini, Emanuele
Filion, Laura
Dijkstra, Marjolein
Source :
Science Advances. 1/21/2022, Vol. 8 Issue 3, p1-10. 10p.
Publication Year :
2022

Abstract

The article presents a study that explores the inverse design of soft materials with the help of deep learning–based evolutionary strategy. It mentions that it provides a way forward for the inverse design of experimentally feasible colloidal interactions, specifically optimized to stabilize the desired structure.

Details

Language :
English
ISSN :
23752548
Volume :
8
Issue :
3
Database :
Academic Search Index
Journal :
Science Advances
Publication Type :
Academic Journal
Accession number :
154784889
Full Text :
https://doi.org/10.1126/sciadv.abj6731