| Machine learning for computational heterogeneous catalysis P Schlexer Lamoureux, KT Winther, JA Garrido Torres, V Streibel, M Zhao, ... ChemCatChem 11 (16), 3581-3601, 2019 | 279 | 2019 |
| Low-scaling algorithm for nudged elastic band calculations using a surrogate machine learning model JAG Torres, PC Jennings, MH Hansen, JR Boes, T Bligaard Physical review letters 122 (15), 156001, 2019 | 159 | 2019 |
| Active learning accelerated discovery of stable iridium oxide polymorphs for the oxygen evolution reaction RA Flores, C Paolucci, KT Winther, A Jain, JAG Torres, M Aykol, ... Chemistry of Materials 32 (13), 5854-5863, 2020 | 86 | 2020 |
| Selective high-temperature CO2 electrolysis enabled by oxidized carbon intermediates CG Theis L. Skafte, Zixuan Guan, Michael L. Machala, Chirranjeevi B. Gopal ... Nature Energy, 2019 | 84 | 2019 |
| Origin of enhanced water oxidation activity in an iridium single atom anchored on NiFe oxyhydroxide catalyst X Zheng, J Tang, A Gallo, JA Garrido Torres, X Yu, CJ Athanitis, EM Been, ... Proceedings of the National Academy of Sciences 118 (36), e2101817118, 2021 | 75 | 2021 |
| A multi-objective active learning platform and web app for reaction optimization JAG Torres, SH Lau, P Anchuri, JM Stevens, JE Tabora, J Li, A Borovika, ... Journal of the American Chemical Society 144 (43), 19999-20007, 2022 | 71 | 2022 |
| The role of aluminum in promoting Ni–Fe–OOH electrocatalysts for the oxygen evolution reaction JG Baker, JR Schneider, JA Garrido Torres, JA Singh, AJM Mackus, ... ACS Applied Energy Materials 2 (5), 3488-3499, 2019 | 37 | 2019 |
| Adsorption energies of benzene on close packed transition metal surfaces using the random phase approximation JAG Torres, B Ramberger, HA Früchtl, R Schaub, G Kresse Physical Review Materials 1 (6), 060803, 2017 | 37 | 2017 |
| Ethene to graphene: surface catalyzed chemical pathways, intermediates, and assembly B Wang, M König, CJ Bromley, B Yoon, MJ Treanor, JA Garrido Torres, ... The Journal of Physical Chemistry C 121 (17), 9413-9423, 2017 | 35 | 2017 |
| An atomistic machine learning package for surface science and catalysis MH Hansen, JAG Torres, PC Jennings, Z Wang, JR Boes, OG Mamun, ... arXiv preprint arXiv:1904.00904, 2019 | 29 | 2019 |
| Prediction of stable and active (Oxy-Hydro) oxide nanoislands on noble-metal supports for electrochemical oxygen reduction reaction S Back, MH Hansen, JA Garrido Torres, Z Zhao, JK Nørskov, ... ACS applied materials & interfaces 11 (2), 2006-2013, 2018 | 26 | 2018 |
| Two-dimensional self-assembly of benzotriazole on an inert substrate F Grillo, JAG Torres, MJ Treanor, CR Larrea, JP Goetze, P Lacovig, ... Nanoscale 8 (17), 9167-9177, 2016 | 20 | 2016 |
| Machine learning with bond information for local structure optimizations in surface science E Garijo del Río, S Kaappa, JA Garrido Torres, T Bligaard, KW Jacobsen The Journal of chemical physics 153 (23), 2020 | 15 | 2020 |
| Augmenting zero-Kelvin quantum mechanics with machine learning for the prediction of chemical reactions at high temperatures JA Garrido Torres, V Gharakhanyan, N Artrith, TH Eegholm, A Urban Nature Communications 12 (1), 7012, 2021 | 14 | 2021 |
| On-demand final state control of a surface-bound bistable single molecule switch JA Garrido Torres, GJ Simpson, CJ Adams, HA Fruchtl, R Schaub Nano Letters 18 (5), 2950-2956, 2018 | 13 | 2018 |
| The impact of large language models on scientific discovery: a preliminary study using gpt-4 MR AI4Science, MA Quantum arXiv preprint arXiv:2311.07361, 2023 | 12 | 2023 |
| Data-driven approach to parameterize for an accurate description of transition metal oxide thermochemistry N Artrith, JAG Torres, A Urban, MS Hybertsen Physical Review Materials 6 (3), 035003, 2022 | 12 | 2022 |
| Elucidation of temperature-programmed desorption of high-coverage hydrogen on Pt (211), Pt (221), Pt (533) and Pt (553) based on density functional theory calculations MJ Kolb, AL Garden, C Badan, JAG Torres, E Skúlason, LBF Juurlink, ... Physical Chemistry Chemical Physics 21 (31), 17142-17151, 2019 | 10 | 2019 |
| Highly Active Bifunctional Oxygen Electrocatalytic Sites Realized in Ceria–Functionalized Graphene S Grewal, A Macedo Andrade, Z Liu, JA Garrido Torres, AJ Nelson, ... Advanced Sustainable Systems 4 (8), 2000048, 2020 | 9 | 2020 |
| Continuous flow synthesis of pyridinium salts accelerated by multi-objective Bayesian optimization with active learning JH Dunlap, JG Ethier, AA Putnam-Neeb, S Iyer, SXL Luo, H Feng, ... Chemical Science 14 (30), 8061-8069, 2023 | 8 | 2023 |
Michal BajdichStaff Scientist at the SUNCAT Center at SLAC National Accelerator Laboratory, CaliforniaVerified email at slac.stanford.edu
