Research Topic

materials properties

3 publications exploring this topic

2019

2019
cited 53

Predicting Thermal Properties of Crystals Using Machine Learning

Tawfik S. A. , Isayev O. , Spencer M. J. S. , Winkler D. A.

Advanced Theory and Simulations , 3 (2019)

Materials Informatics
Ml Potentials
DOI

2018

2018
cited 96

AFLOW-ML: A RESTful API for machine-learning predictions of materials properties

Gossett E. , Toher C. , Oses C. , Isayev O. , Legrain F. , Rose F. , Zurek E. , Carrete J. , Mingo N. , Tropsha A. , Curtarolo S.

Computational Materials Science , 152 , 134–145 (2018)

Materials Informatics
Ai For Science
DOI

2017

2017
cited 580

Universal fragment descriptors for predicting properties of inorganic crystals

Isayev O. , Oses C. , Toher C. , Gossett E. , Curtarolo S. , Tropsha A.

Nature Communications , 8 (2017)

Materials Informatics
DOI
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