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@lu-group

Lu Group

Lu Group, Department of Statistics and Data Science, Yale University

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  1. deeponet-extrapolation deeponet-extrapolation Public

    DeepONet extrapolation

    Python 20 6

  2. fourier-mionet-gcs fourier-mionet-gcs Public

    Fourier-enhanced multiple-input neural operators

    Python 2 2

  3. mixed-precision-sciml mixed-precision-sciml Public

    Mixed precision scientific machine learning

    Jupyter Notebook 6 2

  4. pinn-thrombus-mri pinn-thrombus-mri Public

    Transfer learning on PINNs for tracking hemodynamics

    Python 7 1

  5. pinn-sampling pinn-sampling Public

    Non-adaptive and residual-based adaptive sampling for PINNs

    Python 48 12

  6. mionet mionet Public

    MIONet: Learning multiple-input operators via tensor product

    Python 26 10

Repositories

Showing 10 of 13 repositories
  • pinn-heterogeneous-material Public

    Identifying heterogeneous mechanical properties using PINNs

    lu-group/pinn-heterogeneous-material’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Sep 7, 2024
  • fourier-mionet-gcs Public

    Fourier-enhanced multiple-input neural operators

    lu-group/fourier-mionet-gcs’s past year of commit activity
    Python 2 Apache-2.0 2 0 0 Updated Sep 7, 2024
  • mixed-precision-sciml Public

    Mixed precision scientific machine learning

    lu-group/mixed-precision-sciml’s past year of commit activity
    Jupyter Notebook 6 Apache-2.0 2 1 0 Updated Aug 25, 2024
  • pinn-macro-finance Public

    Deep learning for solving and estimating dynamic macro-finance models

    lu-group/pinn-macro-finance’s past year of commit activity
    Python 3 Apache-2.0 2 0 0 Updated Aug 9, 2024
  • pinn-thrombus-mri Public

    Transfer learning on PINNs for tracking hemodynamics

    lu-group/pinn-thrombus-mri’s past year of commit activity
    Python 7 Apache-2.0 1 0 0 Updated Aug 4, 2024
  • sbinn Public

    SBINN: Systems-biology informed neural network

    lu-group/sbinn’s past year of commit activity
    Python 25 Apache-2.0 16 0 1 Updated Jun 17, 2024
  • deeponet-fno Public

    DeepONet & FNO (with practical extensions)

    lu-group/deeponet-fno’s past year of commit activity
    Python 206 44 18 0 Updated Jul 14, 2023
  • multifidelity-deeponet Public

    Multifidelity DeepONet

    lu-group/multifidelity-deeponet’s past year of commit activity
    Jupyter Notebook 25 Apache-2.0 13 2 0 Updated Jul 12, 2023
  • pinn-material-identification Public

    Physics-informed neural networks for identifying material properties in solid mechanics

    lu-group/pinn-material-identification’s past year of commit activity
    Python 12 Apache-2.0 4 1 0 Updated Jul 3, 2023
  • deeponet-extrapolation Public

    DeepONet extrapolation

    lu-group/deeponet-extrapolation’s past year of commit activity
    Python 20 Apache-2.0 6 0 0 Updated Jun 4, 2023
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