dtu-act / pinn-acoustic-wave-prop
Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neural networks for 1D sound field predictions with parameterized sources and impedance boundaries" by N. Borrel-Jensen, A. P. Engsig-Karup, and C. Jeong.
☆26Updated last year
Alternatives and similar repositories for pinn-acoustic-wave-prop:
Users that are interested in pinn-acoustic-wave-prop are comparing it to the libraries listed below
- Code for training and inferring acoustic wave propagation in 3D☆35Updated 3 months ago
- Collection of solvers: 1) Spectral-element solvers for solving the 1D and 2D wave-equation, and 1D and 2D Helmholtz equation, 2) Fourier-…☆14Updated last year
- A notebook for ML in acoustics in the course Advanced Acoustics (34860)☆9Updated last year
- PINN for solving wave equation☆20Updated 2 years ago
- ☆12Updated last year
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆29Updated 2 years ago
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆26Updated 9 years ago
- Discontinuous Galerkin finite element method (DGFEM) for Acoustic Wave Propagation☆83Updated 2 years ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆29Updated 2 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- 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
- Solving PDEs with NNs☆52Updated 2 years ago
- Solving wave problems using FEniCS-X☆19Updated 3 years ago
- Boundary Element Method for Acoustics☆18Updated 4 years ago
- Tutorials and exercises for learning to use Bempp-cl for problems in acoustics☆35Updated 2 years ago
- Julia code for acoustic transmission scattering by BEM☆14Updated 4 years ago
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- ☆99Updated last year
- ☆40Updated 2 years ago
- Example problems in Physics informed neural network in JAX☆78Updated last year
- Acoustic Scattering using Isogeometric Analysis☆24Updated last year
- A hybrid FEM/BEM code that computes the scattered acoustic field field of an elastic obstacle in an infinite pressure medium. FEM is solv…☆12Updated 8 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆43Updated 3 years ago
- DeepONet extrapolation☆26Updated last year
- ☆39Updated last year
- Routines for computing the analytical solutions to acoustic scattering problems involving prolate spheroids, oblate spheroids, and disks.☆16Updated 3 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆24Updated 5 years ago
- ☆31Updated last year
- ☆130Updated 2 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago