Machine Learning in Materials ScienceNanoporous metals and alloysMaterial Selection and Properties

Materials design for the future with AI assistance

Aron Walsh, Ashley Mapile

2026.1.8Nature Reviews Methods Primers

DOI: 10.1038/s43586-025-00467-y

tlooto Summary

Professor Aron Walsh, Professor in Materials Design at Imperial College London, talks about emerging opportunities in computationally driven materials science and advice for researchers looking to integrate artificial intelligence into their work.

Abstract

Advancements in artificial intelligence and machine learning are reshaping scientific research, with notable benefits for materials design and modelling. We spoke with Aron Walsh, Professor in Materials Design at Imperial College London, about emerging opportunities in computationally driven materials science and advice for researchers looking to integrate artificial intelligence into their work.

Citation format

WALSH, Aron; MAPILE, Ashley. Materials design for the future with AI assistance. Nature Reviews Methods Primers, 2026, 6(1).