songc0a / Fourier-feature-PINN-based-multifrequency-multisource-Helmholtz-solver
☆12Updated last year
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
- Repository for sharing code and data assocaited with En-DeepONet architecture☆31Updated last year
- ☆19Updated 11 months ago
- ☆38Updated last year
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆27Updated 2 years ago
- PINN for solving wave equation☆20Updated 2 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆15Updated 2 years ago
- Deep finite volume method☆20Updated 8 months ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆22Updated 2 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆25Updated 6 months ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆24Updated 5 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆17Updated last month
- ☆55Updated 3 years ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆26Updated last year
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆25Updated 9 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆42Updated 3 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆9Updated last year
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- Machine learning of linear differential equations using Gaussian processes☆24Updated 6 years ago
- Fourier-DeepONet for FWI☆14Updated last year
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆24Updated last year
- Code for reproducing the paper: RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks☆12Updated 2 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆13Updated 7 years ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆17Updated last year
- ☆18Updated last year
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆27Updated 2 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆11Updated last year
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆39Updated 2 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆13Updated 2 years ago
- POD-PINN code and manuscript☆47Updated 3 months ago
- NodeLab is a simple MATLAB-repository for node-generation and adaptive refinement for testing, and implementing various meshfree methods …☆28Updated 2 weeks ago