Concepedia

Rodrigo A. Vargas–Hernández

RA

Statistics

Publications

10

Citations

921

H-Index

10

Active since

2018

Affiliations

University of British Columbia(Current)

University of Toronto

Vector Institute

Chalmers University of Technology

Canadian Institute for Advanced Research

Rodrigo A. Vargas–Hernández is an author at University of British Columbia specializing in engineering, physics, and natural sciences.

ORCID

Top concepts

Publications per year

2018–2023

10

Publications

10

Neural networks vs Gaussian process regression for representing potential energy surfaces: A comparative study of fit quality and vibrational spectrum accuracy

Aditya Kamath, Rodrigo A. Vargas–Hernández, Roman V. Krems et al. · The Journal of Chemical Physics · 2018 · 239 citations

Bayesian Optimization for Calibrating and Selecting Hybrid-Density Functional Models

Rodrigo A. Vargas–Hernández · The Journal of Physical Chemistry A · 2020 · 199 citations · Full text

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Assessing Gaussian Process Regression and Permutationally Invariant Polynomial Approaches To Represent High-Dimensional Potential Energy Surfaces

Chen Qu, Qi Yu, Brian L. Van Hoozen et al. · Journal of Chemical Theory and Computation · 2018 · 102 citations

Fast evaluation of the adsorption energy of organic molecules on metals via graph neural networks

Sergio Pablo‐García, Santiago Morandi, Rodrigo A. Vargas–Hernández et al. · Nature Computational Science · 2023 · 93 citations · Full text

Extrapolating Quantum Observables with Machine Learning: Inferring Multiple Phase Transitions from Properties of a Single Phase

Rodrigo A. Vargas–Hernández, John Sous, Mona Berciu et al. · Physical Review Letters · 2018 · 69 citations · Full text

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