Jose A. Garrido Torres
Jose A. Garrido Torres
Senior Researcher, Microsoft Research
Verified email at
Cited by
Cited by
Machine learning for computational heterogeneous catalysis
P Schlexer Lamoureux, KT Winther, JA Garrido Torres, V Streibel, M Zhao, ...
ChemCatChem 11 (16), 3581-3601, 2019
Low-scaling algorithm for nudged elastic band calculations using a surrogate machine learning model
JA Garrido Torres, PC Jennings, MH Hansen, JR Boes, T Bligaard
Physical review letters 122 (15), 156001, 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
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
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
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
Adsorption energies of benzene on close packed transition metal surfaces using the random phase approximation
JA Garrido Torres, B Ramberger, HA Früchtl, R Schaub, G Kresse
Physical Review Materials 1 (6), 060803, 2017
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
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
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
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 Nřrskov, ...
ACS applied materials & interfaces 11 (2), 2006-2013, 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
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
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
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
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
Data-driven approach to parameterize for an accurate description of transition metal oxide thermochemistry
N Artrith, JA Garrido Torres, A Urban, MS Hybertsen
Physical Review Materials 6 (3), 035003, 2022
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
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
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
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