Geoelements is an extreme-scale computational geomechanics research group at UT Austin. Our research focus is developing AI-accelerated numerical simulations for natural hazards and facilitate data-driven discoveries.

Geoelements Research

LBM-DEM: Multiphase unsaturated soil behavior.

MPM: Large-deformation modeling of granular flows.

SciML: Graph Network Simulators, Differentiable Programming, and knowledge discovery.

Robotics: Extra-terrestrial robotics with DiffSim.

Exascale sim: AI-accelerated science.

XR: Immersive visualization.

Latest News

publications

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Machine Learning Aided Modeling of Granular Materials: A Review

Wang, M., Kumar, K., Feng, Y. T., Qu, T., Wang, M.;

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publications

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Basis-to-Basis Operator Learning using Function Encoders

Ingebrand, T., Thorpe, A. J., Goswami, S., Kumar, K., Topcu, U.;

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Join Us

We are always on the lookout for passionate and talented individuals who share our vision for advancing engineering through computational sciences. If you are interested in joining our dynamic team, please read the information for prospective candidates.

Contact Us

For more information about our research group, collaborations, or inquiries, please reach out to Prof. Krishna Kumar