Skip to Main Content
Skip Nav Destination

Autonomous (AI-driven) Materials Science

This Special Topic includes a collection of articles focused on the applications of artificial intelligence (AI) and machine learning (ML) to materials science. This field has the potential to greatly accelerate the discovery of novel materials and their processing parameters. The articles will cover this new field, and also discuss the use of materials data to generate predictive models to efficiently explore materials space.

Guest Editors: Martin L Green, Joshua Schrier and Benji Maruyama

Special Collection Image
Martin L. Green; Benji Maruyama; Joshua Schrier
Austin McDannald; Matthias Frontzek; Andrei T. Savici; Mathieu Doucet; Efrain E. Rodriguez; Kate Meuse; Jessica Opsahl-Ong; Daniel Samarov; Ichiro Takeuchi; William Ratcliff; A. Gilad Kusne
Chloé Saigre-Tardif; Rashid Faqiri; Hanting Zhao; Lianlin Li; Philipp del Hougne
Joseph H. Montoya; Muratahan Aykol; Abraham Anapolsky; Chirranjeevi B. Gopal; Patrick K. Herring; Jens S. Hummelshøj; Linda Hung; Ha-Kyung Kwon; Daniel Schweigert; Shijing Sun; Santosh K. Suram; Steven B. Torrisi; Amalie Trewartha; Brian D. Storey
Suchismita Sarker; Robert Tang-Kong; Rachel Schoeppner; Logan Ward; Naila Al Hasan; Douglas G. Van Campen; Ichiro Takeuchi; Jason Hattrick-Simpers; Andriy Zakutayev; Corinne E. Packard; Apurva Mehta
Robert W. Epps; Milad Abolhasani
Phillip M. Maffettone; Aidan C. Daly; Daniel Olds
Gabriel R. Schleder; Bruno Focassio; Adalberto Fazzio
Florian Häse; Matteo Aldeghi; Riley J. Hickman; Loïc M. Roch; Alán Aspuru-Guzik
Lihua Chen; Joseph Kern; Jordan P. Lightstone; Rampi Ramprasad
Georgios A. Tritsaris; Stephen Carr; Gabriel R. Schleder
Shufeng Kong; Dan Guevarra; Carla P. Gomes; John M. Gregoire
Close Modal

or Create an Account

Close Modal
Close Modal