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
11067 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
3924 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
1559 2011 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
1321 2011 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
1136 2011 Unsupervised word embeddings capture latent knowledge from materials science literature V Tshitoyan, J Dagdelen, L Weston, A Dunn, Z Rong, O Kononova, ...
Nature 571 (7763), 95-98, 2019
1088 2019 Charting the complete elastic properties of inorganic crystalline compounds M De Jong, W Chen, T Angsten, A Jain, R Notestine, A Gamst, M Sluiter, ...
Scientific data 2 (1), 1-13, 2015
1074 2015 Matminer: An open source toolkit for materials data mining L Ward, A Dunn, A Faghaninia, NER Zimmermann, S Bajaj, Q Wang, ...
Computational Materials Science 152, 60-69, 2018
829 2018 Computational predictions of energy materials using density functional theory A Jain, Y Shin, KA Persson
Nature Reviews Materials 1 (1), 1-13, 2016
824 2016 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
818 2016 Finding nature’s missing ternary oxide compounds using machine learning and density functional theory G Hautier, CC Fischer, A Jain, T Mueller, G Ceder
Chemistry of Materials 22 (12), 3762-3767, 2010
691 2010 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
590 2015 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
583 2022 Materials design rules for multivalent ion mobility in intercalation structures Z Rong, R Malik, P Canepa, G Sai Gautam, M Liu, A Jain, K Persson, ...
Chemistry of Materials 27 (17), 6016-6021, 2015
565 2015 Spinel compounds as multivalent battery cathodes: a systematic evaluation based on ab initio calculations M Liu, Z Rong, R Malik, P Canepa, A Jain, G Ceder, KA Persson
Energy & Environmental Science 8 (3), 964-974, 2015
543 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
532 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
527 2015 Low-symmetry rhombohedral GeTe thermoelectrics J Li, X Zhang, Z Chen, S Lin, W Li, J Shen, IT Witting, A Faghaninia, ...
Joule 2 (5), 976-987, 2018
525 2018 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
520 2012 Data mined ionic substitutions for the discovery of new compounds G Hautier, C Fischer, V Ehrlacher, A Jain, G Ceder
Inorganic chemistry 50 (2), 656-663, 2011
469 2011 
Gerbrand CederProfessor of Materials Science and EngineeringEmail được xác minh tại berkeley.edu