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@zabaras

Scientific Computing and Artificial Intelligence

Scientific Computing and Artificial Intelligence (SCAI) lab; The intersection of computational physics and probabilistic machine learning.

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  1. transformer-physx transformer-physx Public

    Transformers for modeling physical systems

    Python 117 32

  2. deep-turbulence deep-turbulence Public archive

    Multi-fidelity Generative Deep Learning Turbulent Flows

    Python 37 8

  3. inn-surrogate inn-surrogate Public

    Solving inverse problems using conditional invertible neural networks.

    Python 29 8

  4. GSVAE GSVAE Public

    Variational AutoEncoder using Graph Scattering

    Python 1 2

Repositories

Showing 10 of 15 repositories
  • transformer-physx Public

    Transformers for modeling physical systems

    zabaras/transformer-physx’s past year of commit activity
    Python 117 MIT 32 7 1 Updated Aug 4, 2023
  • MH-MDGM Public

    MH-MDGM for Bayesian inverse problems

    zabaras/MH-MDGM’s past year of commit activity
    Python 6 MIT 3 0 0 Updated Feb 25, 2022
  • bayesmultiscale Public

    A Bayesian multiscale deep learning framework for flows in random media

    zabaras/bayesmultiscale’s past year of commit activity
    Python 1 MIT 3 0 0 Updated Jul 20, 2021
  • inn-surrogate Public

    Solving inverse problems using conditional invertible neural networks.

    zabaras/inn-surrogate’s past year of commit activity
    Python 29 MIT 8 0 0 Updated Mar 23, 2021
  • GSVAE Public

    Variational AutoEncoder using Graph Scattering

    zabaras/GSVAE’s past year of commit activity
    Python 1 MIT 2 0 0 Updated Feb 2, 2021
  • deep-turbulence Public archive

    Multi-fidelity Generative Deep Learning Turbulent Flows

    zabaras/deep-turbulence’s past year of commit activity
    Python 37 MIT 8 2 0 Updated Jan 13, 2021
  • predictive-cvs Public Forked from cics-nd/predictive-cvs

    Predictive collective variable discovery with deep Bayesian models for atomistic systems.

    zabaras/predictive-cvs’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Jan 28, 2020
  • CAAE-DRDCN-inverse Public Forked from cics-nd/CAAE-DRDCN-inverse

    Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems

    zabaras/CAAE-DRDCN-inverse’s past year of commit activity
    Python 2 7 0 0 Updated Jan 16, 2020
  • ar-pde-cnn Public Forked from cics-nd/ar-pde-cnn

    Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

    zabaras/ar-pde-cnn’s past year of commit activity
    Python 2 MIT 30 0 0 Updated Oct 27, 2019
  • rans-uncertainty Public Forked from cics-nd/rans-uncertainty

    Uncertainty Quantification of RANS Data-Driven Turbulence Modeling

    zabaras/rans-uncertainty’s past year of commit activity
    C++ 2 MIT 30 0 0 Updated Oct 25, 2019

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