2 papers
cond-mat.mtrl-sci2021
OPTIMADE, an API for exchanging materials data
Casper W. Andersen, Rickard Armiento, Evgeny Blokhin +53
The Open Databases Integration for Materials Design (OPTIMADE) consortium has designed a universal application programming interface (API) to make materials databases accessible an…
cond-mat.mtrl-sci2018
Quantitative trends in 8 physical properties of 115000 inorganic compounds gained by machine learning
Evgeny Blokhin, Pierre Villars
We applied the decision trees (random forest) machine-learning technique for the large experimental materials dataset PAULING FILE, compiled from the world's peer-reviewed literatu…