| Electrochemical stability of metastable materials AK Singh, L Zhou, A Shinde, SK Suram, JH Montoya, D Winston, ... Chemistry of Materials 29 (23), 10159-10167, 2017 | 286 | 2017 |
| Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment Q Yan, J Yu, SK Suram, L Zhou, A Shinde, PF Newhouse, W Chen, G Li, ... Proceedings of the National Academy of Sciences 114 (12), 3040-3043, 2017 | 214 | 2017 |
| High throughput light absorber discovery, part 1: an algorithm for automated tauc analysis SK Suram, PF Newhouse, JM Gregoire ACS combinatorial science 18 (11), 673-681, 2016 | 159 | 2016 |
| Benchmarking the acceleration of materials discovery by sequential learning B Rohr, HS Stein, D Guevarra, Y Wang, JA Haber, M Aykol, SK Suram, ... Chemical science 11 (10), 2696-2706, 2020 | 136 | 2020 |
| Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships SB Torrisi, MR Carbone, BA Rohr, JH Montoya, Y Ha, J Yano, SK Suram, ... npj Computational Materials 6 (1), 109, 2020 | 131 | 2020 |
| Network analysis of synthesizable materials discovery M Aykol, VI Hegde, L Hung, S Suram, P Herring, C Wolverton, ... Nature communications 10 (1), 2018, 2019 | 108 | 2019 |
| High-throughput bubble screening method for combinatorial discovery of electrocatalysts for water splitting C Xiang, SK Suram, JA Haber, DW Guevarra, E Soedarmadji, J Jin, ... ACS combinatorial science 16 (2), 47-52, 2014 | 97 | 2014 |
| Machine learning–accelerated design and synthesis of polyelemental heterostructures CB Wahl, M Aykol, JH Swisher, JH Montoya, SK Suram, CA Mirkin Science advances 7 (52), eabj5505, 2021 | 89 | 2021 |
| High-throughput synchrotron X-ray diffraction for combinatorial phase mapping JM Gregoire, DG Van Campen, CE Miller, RJR Jones, SK Suram, A Mehta Journal of synchrotron radiation 21 (6), 1262-1268, 2014 | 88 | 2014 |
| Automated phase mapping with AgileFD and its application to light absorber discovery in the V–Mn–Nb oxide system SK Suram, Y Xue, J Bai, R Le Bras, B Rappazzo, R Bernstein, J Bjorck, ... ACS combinatorial science 19 (1), 37-46, 2017 | 86 | 2017 |
| Development of solar fuels photoanodes through combinatorial integration of Ni–La–Co–Ce oxide catalysts on BiVO 4 D Guevarra, A Shinde, SK Suram, ID Sharp, FM Toma, JA Haber, ... Energy & Environmental Science 9 (2), 565-580, 2016 | 74 | 2016 |
| Stability and self-passivation of copper vanadate photoanodes under chemical, electrochemical, and photoelectrochemical operation L Zhou, Q Yan, J Yu, RJR Jones, N Becerra-Stasiewicz, SK Suram, ... Physical Chemistry Chemical Physics 18 (14), 9349-9352, 2016 | 68 | 2016 |
| Tracking materials science data lineage to manage millions of materials experiments and analyses E Soedarmadji, HS Stein, SK Suram, D Guevarra, JM Gregoire npj Computational Materials 5 (1), 79, 2019 | 56 | 2019 |
| BEEP: A python library for battery evaluation and early prediction P Herring, CB Gopal, M Aykol, JH Montoya, A Anapolsky, PM Attia, ... SoftwareX 11, 100506, 2020 | 52 | 2020 |
| Generating information-rich high-throughput experimental materials genomes using functional clustering via multitree genetic programming and information theory SK Suram, JA Haber, J Jin, JM Gregoire ACS combinatorial science 17 (4), 224-233, 2015 | 48 | 2015 |
| Discovery of manganese-based solar fuel photoanodes via integration of electronic structure calculations, pourbaix stability modeling, and high-throughput experiments A Shinde, SK Suram, Q Yan, L Zhou, AK Singh, J Yu, KA Persson, ... ACS Energy Letters 2 (10), 2307-2312, 2017 | 47 | 2017 |
| Pattern decomposition with complex combinatorial constraints: Application to materials discovery S Ermon, R Le Bras, S Suram, J Gregoire, C Gomes, B Selman, ... Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 47 | 2015 |
| Strategies for accelerating the adoption of materials informatics L Ward, M Aykol, B Blaiszik, I Foster, B Meredig, J Saal, S Suram MRS Bulletin 43 (9), 683-689, 2018 | 43 | 2018 |
| Combinatorial thin film composition mapping using three dimensional deposition profiles SK Suram, L Zhou, N Becerra-Stasiewicz, K Kan, RJR Jones, ... Review of Scientific Instruments 86 (3), 2015 | 40 | 2015 |
| Toward autonomous materials research: Recent progress and future challenges JH Montoya, M Aykol, A Anapolsky, CB Gopal, PK Herring, ... Applied Physics Reviews 9 (1), 2022 | 39 | 2022 |
John M. GregoireCaltechEmail verificata su caltech.edu