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  1. Vlasov-Maxwell-Operator-Learning-for-Solar-Wind-modeling Vlasov-Maxwell-Operator-Learning-for-Solar-Wind-modeling Public

    Usign Physics informed Neural Networks (PINNs) with suitable kinetic theory for Solar Wind modeling.

    TeX 1 1

  2. Physics-informed-Neural-Networks-for-Celestial-Mechanics Physics-informed-Neural-Networks-for-Celestial-Mechanics Public

    Simulating the N-body problem with Physics informed Neural Operators (PINOs).

    TeX

  3. Learning-splines-from-Multi-Modal-PINNs Learning-splines-from-Multi-Modal-PINNs Public

    Using Multi-Modal Physics informed Neural Networks to learn splines for satellital data.

    TeX

  4. CorKit CorKit Public

    Open source coronagraph data downloader and calibrator

    Jupyter Notebook 2

  5. LighTorch LighTorch Public

    Pytorch & Lightning based framework for research and ml-pipeline automation.

    Python 4

  6. StarStream StarStream Public

    Asynchronous satellite data downloaders from CDA Web, JSOC, etc.

    Python 3