Repositories list

• Hydrogren_leak_classifier

  Public
  Deep convolutional neural network to classify the origin of H2 leaks in a six-tank system

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 7, 2026Apr 7, 2026

• LS-ReCoNN4ParametricTransmissionPDEs

  Public
  Jupyter Notebook

  •00 forks•00 stars•00 issues•00 pull requests•Updated Mar 11, 2026Mar 11, 2026

• Multi-Integral-Importance-Sampling

  Public
  Implementation of Multi-Integral Importance Sampling for integration and for solving PDEs via the Deep Ritz method.

  integrationpdeimportance-sampling+ 1

  integrationpdeimportance-samplingjax

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 9, 2026Jan 9, 2026

• GMM_reparametrization_2D

  Public
  Variational autoencoder for damage identification in a floating offshore wind turbine using Gaussian mixtures and copulas to approximate the posterior distribut…

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 7, 2026Jan 7, 2026

• trunk-spaces-quadrature

  Public

  Mathmode/trunk-spaces-quadrature’s past year of commit activity
  Algorithms and pre-computed rules for exact numerical integration on 2D and 3D polynomial trunk spaces

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jul 1, 2025Jul 1, 2025

• jax-crash-course

  Public

  Mathmode/jax-crash-course’s past year of commit activity
  examplesautodiffjax

  examplesautodiffjax

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Mar 13, 2025Mar 13, 2025

• PINNS-and-DFR-examples

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

  examplespde

  examplespde

  Python

  •00 forks•55 stars•44 issues•00 pull requests•Updated Feb 3, 2025Feb 3, 2025

• COURSE-NNs-PDEs

  Public
  An introductory course to neural networks and partial differential equations

  Python

  •

  MIT License

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 21, 2025Jan 21, 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…

  neural-networkleast-squaresneural-networks+ 3

  neural-networkleast-squaresneural-networksgradient-descentgradient-descent-optimizervariational-problems

  Python

  •00 forks•33 stars•00 issues•00 pull requests•Updated Nov 26, 2024Nov 26, 2024

• LS-Net4ParametricPDEs

  Public

  Mathmode/LS-Net4ParametricPDEs’s past year of commit activity
  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 …

  Python

  •00 forks•11 star•00 issues•00 pull requests•Updated Oct 28, 2024Oct 28, 2024

• server_tools

  Public
  Information and educational examples on how to use the mathmode servers

  examples

  examples

  Python

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Oct 25, 2024Oct 25, 2024

• DFR_solving_MaxwellsEquations

  Public
  Python

  •

  MIT License

  •00 forks•22 stars•00 issues•00 pull requests•Updated Sep 24, 2024Sep 24, 2024

• hydra-examples

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

  exampleshydra

  exampleshydra

  Python

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jun 21, 2024Jun 21, 2024

• ReCoNNs

  Public
  pde

  pde

  Python

  •

  GNU General Public License v3.0

  •00 forks•22 stars•00 issues•00 pull requests•Updated May 29, 2024May 29, 2024

• GMM_Autoencoder

  Public
  Deep Neural Network with probabilistic description of damage condition space via Gaussian Mixture Model

  data-driven

  data-driven

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated May 20, 2024May 20, 2024

• spline-integration-IGA

  Public
  examplesquadrature-integrationautodiff

  examplesquadrature-integrationautodiff

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 26, 2024Apr 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

  pde

  pde

  Python

  •00 forks•88 stars•00 issues•00 pull requests•Updated Dec 26, 2023Dec 26, 2023