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  1. PIELM_Numpy PIELM_Numpy Public

    Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem

    Python 13

  2. FMPINN FMPINN Public

    Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neural networks(dubbed FMPINN), the solver of FMPINN is configur…

    Python 9 1

  3. MscaleDNN_torch MscaleDNN_torch Public

    Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow- range into large-range, then fed the transformed data into the DNN pipline

    Python 4 2

  4. MRFGAT_NET MRFGAT_NET Public

    Python 3 1

  5. MultiscaleBPINN MultiscaleBPINN Public

    Multiscale Bayesian PINN to identify a class of PDE with multiple scale information from sparse observations

    Python 2

  6. MscaleDNN_tf1 MscaleDNN_tf1 Public

    Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow-range into large-range, then fed the transformed data into the DNN pipline

    Python 1

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March 2025

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