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Mathmode

Group on Applied Mathematical Modeling, Statistics, and Optimization

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  1. PINNS-and-DFR-examples PINNS-and-DFR-examples Public

    PINNs & Deef Fourier Residal Benchmark (Keras Core) - JAX & TensorFlow. Benchmarking for efficient PDE solving with NN

    Python 4

  2. Adaptive-Deep-Fourier-Residual-method-via-overlapping-domain-decomposition Adaptive-Deep-Fourier-Residual-method-via-overlapping-domain-decomposition Public

    The source code of the paper: Adaptive Deep Fourier Residual method via overlapping domain decomposition

    Python 3

Repositories

Showing 10 of 11 repositories
  • COURSE-NNs-PDEs Public

    An introductory course to neural networks and partial differential equations

    Mathmode/COURSE-NNs-PDEs’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 17, 2025
  • Optimizing-VPINNs-Using-LS Public

    Pieces of code for the experiments described in the manuscript "Optimizing Variational Physics-Informed Neural Networks Using Least Squares", available at https://arxiv.org/pdf/2407.20417.

    Mathmode/Optimizing-VPINNs-Using-LS’s past year of commit activity
    Python 2 0 0 0 Updated Nov 26, 2024
  • LS-Net4ParametricPDEs Public

    Pieces of code for the experiments described in the manuscript "A Least-Squares-Based Neural Network (LS-Net) for Solving Linear Parametric PDEs", available at https://arxiv.org/pdf/2410.15089.

    Mathmode/LS-Net4ParametricPDEs’s past year of commit activity
    Python 1 0 0 0 Updated Oct 28, 2024
  • server_tools Public

    Information and educational examples on how to use the mathmode servers

    Mathmode/server_tools’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Oct 25, 2024
  • Mathmode/DFR_solving_MaxwellsEquations’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Sep 24, 2024
  • hydra-examples Public

    Educational examples on how to use the Hydra Framework to configure and run computational experiments

    Mathmode/hydra-examples’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Jun 21, 2024
  • ReCoNNs Public
    Mathmode/ReCoNNs’s past year of commit activity
    Python 2 GPL-3.0 0 0 0 Updated May 29, 2024
  • Mathmode/jax-crash-course’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 0 0 0 Updated May 15, 2024
  • Mathmode/spline-integration-IGA’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 0 0 0 Updated Apr 26, 2024
  • Adaptive-Deep-Fourier-Residual-method-via-overlapping-domain-decomposition Public

    The source code of the paper: Adaptive Deep Fourier Residual method via overlapping domain decomposition

    Mathmode/Adaptive-Deep-Fourier-Residual-method-via-overlapping-domain-decomposition’s past year of commit activity
    Python 3 0 0 0 Updated Dec 26, 2023

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