Machine Learning in Materials Science
Topics
Description: This cluster of papers focuses on the application of materials informatics, machine learning, and high-throughput computational techniques to accelerate materials innovation. It encompasses topics suc... more
Related topics (siblings) 2D Materials and Applications, Advanced Materials and Semiconductor Technologies, Advanced Nanomaterials in Catalysis, Advanced Thermoelectric Materials and Devices, Advancements in Solid Oxide Fuel Cells +63 more
Subfield (parent): Materials Chemistry
Field: Materials Science
Domain: Physical Sciences
Works count: 42,670
Citations count: 801,600
Long-range corrected hybrid density functionals with damped atom–atom dispersion corrections
2008 · Jeng‐Da Chai, Martin Head‐Gordon · Physical Chemistry Chemical Physics
Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
2013 · Anubhav Jain, Shyue Ping Ong, et al. · APL Materials
A fast and robust algorithm for Bader decomposition of charge density
2005 · Graeme Henkelman, Andri Arnaldsson, et al. · Computational Materials Science