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Lu Group

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

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  1. red-diffeq red-diffeq Public

    RED-DiffEq: Regularization by denoising diffusion models for solving inverse PDE problems with application to full waveform inversion

    Jupyter Notebook 17 6

  2. rams rams Public

    RAMS: Residual-based adversarial-gradient moving sample method for scientific machine learning in solving partial differential equations

    Python 3 1

  3. noem noem Public

    Neural-operator element method

    Python 76 10

  4. manifold-deeponet manifold-deeponet Public

    Solving forward and inverse partial differential equation problems on unknown manifolds via physics-informed neural operators

    C++ 4 1

  5. federated-sciml federated-sciml Public

    Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity

    Python 7 2

  6. one-shot-pde one-shot-pde Public

    One-shot learning for solution operators of partial differential equations

    Jupyter Notebook 33 8

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