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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
EDITORIALS
Martin L. Green; Benji Maruyama; Joshua Schrier
ARTICLES
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
REVIEWS
Chloé Saigre-Tardif; Rashid Faqiri; Hanting Zhao; Lianlin Li; Philipp del Hougne
ARTICLES
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
ARTICLES
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
REVIEWS
Robert W. Epps; Milad Abolhasani
ARTICLES
Phillip M. Maffettone; Aidan C. Daly; Daniel Olds
ARTICLES
Gabriel R. Schleder; Bruno Focassio; Adalberto Fazzio
ARTICLES
Florian Häse; Matteo Aldeghi; Riley J. Hickman; Loïc M. Roch; Alán Aspuru-Guzik
ARTICLES
Lihua Chen; Joseph Kern; Jordan P. Lightstone; Rampi Ramprasad
ARTICLES
Georgios A. Tritsaris; Stephen Carr; Gabriel R. Schleder
ARTICLES
Shufeng Kong; Dan Guevarra; Carla P. Gomes; John M. Gregoire