Commentary: The Materials Project: A materials genome approach to accelerating materials innovation A Jain, SP Ong, G Hautier, W Chen, WD Richards, S Dacek, S Cholia, ...
APL materials 1 (1), 2013
10511 2013 Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis SP Ong, WD Richards, A Jain, G Hautier, M Kocher, S Cholia, D Gunter, ...
Computational Materials Science 68, 314-319, 2013
3742 2013 Voltage, stability and diffusion barrier differences between sodium-ion and lithium-ion intercalation materials SP Ong, VL Chevrier, G Hautier, A Jain, C Moore, S Kim, X Ma, G Ceder
Energy & Environmental Science 4 (9), 3680-3688, 2011
1541 2011 Design principles for solid-state lithium superionic conductors Y Wang, WD Richards, SP Ong, LJ Miara, JC Kim, Y Mo, G Ceder
Nature materials 14 (10), 1026-1031, 2015
1398 2015 Formation enthalpies by mixing GGA and GGA A Jain, G Hautier, SP Ong, CJ Moore, CC Fischer, KA Persson, G Ceder
Physical Review B—Condensed Matter and Materials Physics 84 (4), 045115, 2011
1275 2011 Graph networks as a universal machine learning framework for molecules and crystals C Chen, W Ye, Y Zuo, C Zheng, SP Ong
Chemistry of Materials 31 (9), 3564-3572, 2019
1137 2019 A high-throughput infrastructure for density functional theory calculations A Jain, G Hautier, CJ Moore, SP Ong, CC Fischer, T Mueller, KA Persson, ...
Computational Materials Science 50 (8), 2295-2310, 2011
1104 2011 Surface energies of elemental crystals R Tran, Z Xu, B Radhakrishnan, D Winston, W Sun, KA Persson, SP Ong
Scientific data 3 (1), 1-13, 2016
874 2016 Li−Fe−P−O2 Phase Diagram from First Principles Calculations SP Ong, L Wang, B Kang, G Ceder
Chemistry of Materials 20 (5), 1798-1807, 2008
852 2008 First Principles Study of the Li10 GeP2 S12 Lithium Super Ionic Conductor Material Y Mo, SP Ong, G Ceder
Chemistry of Materials 24 (1), 15-17, 2012
812 2012 The thermodynamic scale of inorganic crystalline metastability W Sun, ST Dacek, SP Ong, G Hautier, A Jain, WD Richards, AC Gamst, ...
Science advances 2 (11), e1600225, 2016
788 2016 Phase stability, electrochemical stability and ionic conductivity of the Li 10±1 MP 2 X 12 (M= Ge, Si, Sn, Al or P, and X= O, S or Se) family of superionic conductors SP Ong, Y Mo, WD Richards, L Miara, HS Lee, G Ceder
Energy & Environmental Science 6 (1), 148-156, 2013
732 2013 Performance and cost assessment of machine learning interatomic potentials Y Zuo, C Chen, X Li, Z Deng, Y Chen, J Behler, G Csányi, AV Shapeev, ...
The Journal of Physical Chemistry A 124 (4), 731-745, 2020
703 2020 FireWorks: a dynamic workflow system designed for high‐throughput applications A Jain, SP Ong, W Chen, B Medasani, X Qu, M Kocher, M Brafman, ...
Concurrency and Computation: Practice and Experience 27 (17), 5037-5059, 2015
571 2015 Phosphates as Lithium-Ion Battery Cathodes: An Evaluation Based on High-Throughput ab Initio Calculations G Hautier, A Jain, SP Ong, B Kang, C Moore, R Doe, G Ceder
Chemistry of Materials 23 (15), 3495-3508, 2011
525 2011 The Materials Application Programming Interface (API): A simple, flexible and efficient API for materials data based on REpresentational State Transfer (REST) principles SP Ong, S Cholia, A Jain, M Brafman, D Gunter, G Ceder, KA Persson
Computational Materials Science 97, 209-215, 2015
515 2015 Accuracy of density functional theory in predicting formation energies of ternary oxides from binary oxides and its implication on phase stability G Hautier, SP Ong, A Jain, CJ Moore, G Ceder
Physical Review B—Condensed Matter and Materials Physics 85 (15), 155208, 2012
509 2012 Recent advances and applications of deep learning methods in materials science K Choudhary, B DeCost, C Chen, A Jain, F Tavazza, R Cohn, CW Park, ...
npj Computational Materials 8 (1), 59, 2022
500 2022 A critical review of machine learning of energy materials C Chen, Y Zuo, W Ye, X Li, Z Deng, SP Ong
Advanced Energy Materials 10 (8), 1903242, 2020
478 2020 Electrochemical windows of room-temperature ionic liquids from molecular dynamics and density functional theory calculations SP Ong, O Andreussi, Y Wu, N Marzari, G Ceder
Chemistry of Materials 23 (11), 2979-2986, 2011
452 2011 
Gerbrand CederProfessor of Materials Science and EngineeringEmail verificata su berkeley.edu