A deep learning approach to searching property spaces of materials

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Authors: Robert J. Appleton, Brian C. Barnes, Steven Forrest Son, Alejandro H. Strachan
Cited by: 1
References: 105

Abstract

Large scale discovery of melt-castable molecular materials using deep learning property prediction and genetic algorithms.

Fields of Study & Subjects

Manufacturing Process and Optimization Mineral Processing and Grinding

Publication details

Journal / source
Digital Discovery
Publisher
Royal Society of Chemistry (RSC)
Volume
5
Issue
5
Pages
2172–2183
Publication date
1 January 2026
Language
EN