Muñoz Research Group at The University of Texas at El Paso

We are a new group in the Department of Physics and Computational Science Program at The University of Texas at El Paso interested in developing novel machine learning algorithms to enhance the simulation of physical systems (in particular in materials) and in adapting dynamical systems to make them able to learn.


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Nonlinear dynamical systems for machine learning

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Machine learning fluid dynamics

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Machine learning potentials for atomistic simulations

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Generative models for statistical mechanics

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Jorge A. Muñoz
BS UTEP '07. MS, PhD Caltech '09, '13


Adrian De la Rocha A
Adrian De la Rocha
Arturo Rodriguez
Arturo Rodriguez
Mechanical Engineering
Carlos Cuellar Rodriguez C
Carlos Cuellar Rodriguez
Physics and Mathematics
Reynaldo Martinez
Reynaldo Martinez
Physics and Computer Science