Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange

ML Evans, J Bergsma, A Merkys, CW Andersen… - Digital …, 2024 - pubs.rsc.org
The Open Databases Integration for Materials Design (OPTIMADE) application
programming interface (API) empowers users with holistic access to a growing federation of …

OPTIMADE, an API for exchanging materials data

CW Andersen, R Armiento, E Blokhin, GJ Conduit… - Scientific data, 2021 - nature.com
Abstract The Open Databases Integration for Materials Design (OPTIMADE) consortium has
designed a universal application programming interface (API) to make materials databases …

[HTML][HTML] HADB: A materials-property database for hard-coating alloys

H Levämäki, F Bock, DG Sangiovanni, LJS Johnson… - Thin Solid Films, 2023 - Elsevier
Data-driven approaches are becoming increasingly valuable for modern science, and they
are making their way into industrial research and development (R&D). Supervised machine …

Crystal structure prediction for rechargeable battery anodes

ML Evans - 2024 - repository.cam.ac.uk
This thesis presents results of high-throughput crystal structure prediction calculations to
predict the compositional phase diagrams of material systems that have relevance as …