Machine-learning-assisted materials discovery using failed experiments

Authors

Paul Raccuglia '14, Class of 2014, Haverford College
Katherine C. Elbert '14, Class of 2014, Haverford College
Phillip D.F. Adler, Haverford CollegeFollow
Casey Falk '16, Class of 2016, Haverford College
Malia B. Wenny '17, Class of 2017, Haverford College
Aurelio Mollo '17, Class of 2017, Haverford College
Sorelle A. Friedler, Haverford CollegeFollow
Joshua Schrier, Haverford CollegeFollow
Alexander J. Norquist, Haverford CollegeFollow

Document Type

Journal Article

Role

Author

Published In

Nature

Volume

533

First Page

73

Last Page

77

Publication Date

2016

Suggested Citation

Raccuglia, Paul, Katherine C. Elbert, Philip D. F. Adler, Casey Falk, Malia B. Wenny, Aurelio Mollo, Matthias Zeller, Sorelle A. Friedler, Joshua Schrier, and Alexander J. Norquist. "Machine-learning-assisted Materials Discovery Using Failed Experiments." Nature 533 (2016): 73-77.