dtu-act / deeponet-acoustic-wave-propLinks
Code for training and inferring acoustic wave propagation in 3D
☆38Updated 7 months ago
Alternatives and similar repositories for deeponet-acoustic-wave-prop
Users that are interested in deeponet-acoustic-wave-prop are comparing it to the libraries listed below
Sorting:
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆29Updated last year
- PINN for solving wave equation☆20Updated 2 years ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆32Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆50Updated 3 years ago
- Discontinuous Galerkin finite element method (DGFEM) for Acoustic Wave Propagation☆88Updated 2 years ago
- ☆103Updated last year
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆40Updated 2 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- ☆42Updated 2 years ago
- Solving PDEs with NNs☆55Updated 2 years ago
- ODIL (Optimizing a Discrete Loss) is a Python framework for solving inverse and data assimilation problems for partial differential equat…☆112Updated this week
- Collection of solvers: 1) Spectral-element solvers for solving the 1D and 2D wave-equation, and 1D and 2D Helmholtz equation, 2) Fourier-…☆17Updated last year
- physics-informed neural network for elastodynamics problem☆144Updated 3 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆182Updated 5 years ago
- Solving wave problems using FEniCS-X☆21Updated 3 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆18Updated 2 years ago
- Generator of 2D gaussian random fields☆50Updated 3 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆34Updated last month
- ☆145Updated 3 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆24Updated 2 months ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robus…☆25Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆26Updated 3 years ago
- ☆21Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆80Updated 3 years ago
- ☆107Updated last month
- ☆19Updated 4 years ago
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆27Updated 9 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 4 months ago
- Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration☆14Updated 10 months ago