dtu-act / pinn-acoustic-wave-propLinks
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.
☆29Updated 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
Sorting:
- Code for training and inferring acoustic wave propagation in 3D☆38Updated 8 months ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆32Updated 2 years ago
- 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
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆27Updated 9 years ago
- Discontinuous Galerkin finite element method (DGFEM) for Acoustic Wave Propagation☆88Updated 2 years ago
- Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"☆18Updated 3 years ago
- Collection of Jupyter notebooks illustrating various techniques in computational acoustics☆155Updated 6 years ago
- PINN for solving wave equation☆20Updated 2 years ago
- Acoustic Scattering using Isogeometric Analysis☆27Updated 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
- 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
- Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robus…☆25Updated last year
- Boundary Element Method for Acoustics☆18Updated 5 years ago
- Julia code for acoustic transmission scattering by BEM☆14Updated last month
- Routines for computing the analytical solutions to acoustic scattering problems involving prolate spheroids, oblate spheroids, and disks.☆19Updated 3 years ago
- Tutorials and exercises for learning to use Bempp-cl for problems in acoustics☆40Updated 2 years ago
- PFFDTD is an open-source FDTD simulator for 3D room acoustics☆110Updated last year
- ☆103Updated last year
- Compute spectral measures of self-adjoint operators☆20Updated 2 years ago
- 3D acoustic wave propagation in homogeneous isotropic media using PETSc and Krylov space method☆16Updated 7 years ago
- ☆21Updated 2 years ago
- Solving wave problems using FEniCS-X☆21Updated 3 years ago
- ☆49Updated last week
- Example problems in Physics informed neural network in JAX☆80Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆182Updated 5 years ago
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆50Updated 3 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 5 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 last week