Combinatorial screening for new materials in unconstrained composition space with machine learning

Journal Article · Fri Mar 14 00:00:00 EDT 2014 · Phys. Rev. B

DOI:https://doi.org/10.1103/PhysRevB.89.094104· OSTI ID:1161842

Meredig, Bryce; Agrawal, Ankit; Kirklin, Scott; Saal, James E.; Doak, J W; Thompson, A; Zhang, K.; Choudhary, A.; Wolverton, Christopher

• Research Organization: Energy Frontier Research Centers (EFRC); Revolutionary Materials for Solid State Energy Conversion (RMSSEC)
• Sponsoring Organization: USDOE SC Office of Basic Energy Sciences (SC-22)
• DOE Contract Number: SC0001054
• OSTI ID: 1161842
• Journal Information: Phys. Rev. B, Journal Name: Phys. Rev. B Vol. 89
• Country of Publication: United States
• Language: English

Related Subjects

charge transport
materials and chemistry by design
mechanical behavior
phonons
solar (thermal)
synthesis (novel materials)
synthesis (scalable processing)
synthesis (self-assembly)
thermal conductivity
thermoelectric