songc0a / Fourier-feature-PINN-based-multifrequency-multisource-Helmholtz-solver
☆13Updated last month
Alternatives and similar repositories for Fourier-feature-PINN-based-multifrequency-multisource-Helmholtz-solver
Users that are interested in Fourier-feature-PINN-based-multifrequency-multisource-Helmholtz-solver are comparing it to the libraries listed below
Sorting:
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- ☆21Updated last year
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆17Updated 2 years ago
- PINN for solving wave equation☆20Updated 2 years ago
- ☆41Updated last year
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆28Updated 8 months ago
- Fourier-DeepONet for FWI☆21Updated last year
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆30Updated 2 years ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆11Updated last year
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆18Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆26Updated 2 years ago
- Physics Informed Fourier Neural Operator☆21Updated 5 months ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Updated 2 years ago
- Fourier-enhanced multiple-input neural operators☆13Updated 8 months ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- 2D wave equation simulated by PINN and FDM☆10Updated 3 years ago
- Code for reproducing the paper: RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks☆15Updated 3 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆25Updated 5 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆79Updated 2 years ago
- Deep finite volume method☆21Updated 10 months ago
- ☆20Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆15Updated 7 years ago
- POD-PINN code and manuscript☆51Updated 6 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆18Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆25Updated 2 years ago
- ☆28Updated 2 years ago
- DeepONet extrapolation☆27Updated last year
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆15Updated last year