aid4nscud / PINNResearchView external linksLinks
Physics-Informed Neural Networks: Forward/Inverse Modeling of Partial Differential Equations
☆21Jun 3, 2024Updated last year
Alternatives and similar repositories for PINNResearch
Users that are interested in PINNResearch are comparing it to the libraries listed below
Sorting:
- Physics-informed deep learning for structural dynamics under moving load☆19Oct 4, 2024Updated last year
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆25Jun 7, 2024Updated last year
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated last month
- QCPINN: Quantum-Classical Physics-Informed Neural Networks☆26Dec 15, 2025Updated last month
- This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.☆11Aug 9, 2021Updated 4 years ago
- ☆12Aug 22, 2025Updated 5 months ago
- ☆23Jul 25, 2024Updated last year
- Deep finite volume method☆21Jun 26, 2024Updated last year
- ☆14Mar 23, 2021Updated 4 years ago
- This is a C++ source package for three-dimensional magnetotelluric forward modeling and inversion using unstructured tetrahedral meshes☆28May 19, 2025Updated 8 months ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆62Feb 6, 2026Updated last week
- STEM: Numerical model to simulate railway induced vibrations☆15Feb 3, 2026Updated last week
- Matlab code to generate stationary Gaussian random field☆30Apr 3, 2019Updated 6 years ago
- Coupled surface-subsurface flow solver☆11Dec 20, 2025Updated last month
- Rice Crop Yield Estimation Using Satellite Data - EY Open Science Data Challenge 2023☆10Jul 25, 2023Updated 2 years ago
- Repository of D-Claw or Geoclaw applications.☆10Jun 5, 2024Updated last year
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- ☆78Aug 9, 2024Updated last year
- ☆11Apr 12, 2019Updated 6 years ago
- ☆13Apr 8, 2025Updated 10 months ago
- This project employs Python and TensorFlow to develop a robust image classification system. By analyzing images of railway tracks, the sy…☆12Aug 5, 2023Updated 2 years ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆12Nov 9, 2022Updated 3 years ago
- An open software for automatic landslide susceptibility analysis☆11Oct 22, 2025Updated 3 months ago
- A repo for the analysis in the paper "Satellite mapping reveals extensive undisclosed industrial activity at sea"☆42Jun 6, 2024Updated last year
- Plugin for the SALOME platform to integrate the open source finite element framework KratosMultiphysics☆11Nov 10, 2021Updated 4 years ago
- This repository hosts a PyTorch implementation for the paper 'Solving Fokker-Planck equation using deep learning '☆11Nov 27, 2020Updated 5 years ago
- ☆13Aug 26, 2025Updated 5 months ago
- ☆12Apr 8, 2021Updated 4 years ago
- A python package for parsing metar & taf raw text☆11Oct 16, 2025Updated 3 months ago
- (ESWA-2025) Non-Euclidean Spectral-Spatial Feature Mining Network with Gated GCN-CNN for Hyperspectral Image Classification☆14Feb 13, 2025Updated last year
- Discretization methods for porous media flow problems.☆12Jan 10, 2023Updated 3 years ago
- Prepare DEM file for InSAR☆12May 27, 2024Updated last year
- Copula fitting in Python.☆13Dec 4, 2023Updated 2 years ago
- Spatio-temporal Graph State Space Modeling for Multi-temporal Change Detection☆21Sep 30, 2025Updated 4 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆172Aug 31, 2025Updated 5 months ago
- 1D CNN to do classification☆10Nov 27, 2018Updated 7 years ago
- A simple python based script of the Grunwald Letnikov method for solving fractional-order differential equations☆10Dec 17, 2020Updated 5 years ago
- A Python toolbox for kinematic earthquake ground motion modelling!☆12Dec 18, 2018Updated 7 years ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Nov 26, 2025Updated 2 months ago