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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