Applied project based on PINNs. The physical problem is sound propagation underwater&Helmholtz equation.
☆17Oct 14, 2021Updated 4 years ago
Alternatives and similar repositories for SoundFieldINN
Users that are interested in SoundFieldINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆50Sep 21, 2022Updated 3 years ago
- PINNs for the 2d shallow water equations☆18Jun 21, 2025Updated last year
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 7 months ago
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 7 years ago
- Data-guided physics-informed neural networks☆18Jul 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆13Oct 6, 2021Updated 4 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆44Jun 24, 2022Updated 4 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 2 months ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆37Jan 15, 2024Updated 2 years ago
- ☆11May 30, 2021Updated 5 years ago
- Design and Implement an acoustic system for underwater communication☆28Sep 5, 2019Updated 6 years ago
- Matlab code associated with the publication "Load Modulation for Backscatter Communication: Channel Capacity and Capacity-Approaching Fin…☆14Nov 15, 2022Updated 3 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆21Feb 13, 2026Updated 5 months ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆18Apr 26, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆22Jun 19, 2024Updated 2 years ago
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆12Dec 12, 2023Updated 2 years ago
- matlab code for GPR simulation in 2-D.☆17Jul 27, 2016Updated 9 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆32Jan 20, 2025Updated last year
- tensorflow 1-d resnet with fMRI volume data @ deep-learning-theory-course at KoreaUniv☆14May 12, 2018Updated 8 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆17Mar 31, 2025Updated last year
- Elastic Full Waveform Inversion using GAN and FNO as Wave Solver☆16Jun 18, 2026Updated last month
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- TBSK (Trait Block Shift Keying) audio modem Communication Library for Python☆11Mar 26, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆12Jan 27, 2022Updated 4 years ago
- Some examples of using PINN to solve PDEs numerically☆15May 21, 2023Updated 3 years ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Finite element method for solving the electromagnetic Helmholtz equation. Based on scikit-fem and scipy.☆15Mar 12, 2023Updated 3 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆37Aug 2, 2022Updated 3 years ago
- Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning☆17Feb 25, 2020Updated 6 years ago
- ☆28Mar 30, 2024Updated 2 years ago
- This is a FWI pakage I developed during my master's thesis☆25Oct 31, 2023Updated 2 years ago
- PINN for solving wave equation☆25Dec 17, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆31Jan 7, 2026Updated 6 months ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 years ago
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆21Mar 4, 2025Updated last year
- This repository gives the codes for "Physics-constrained deep-learning source-independent full-waveform inversion".☆19Mar 5, 2026Updated 4 months ago
- EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes M…☆36Dec 7, 2022Updated 3 years ago
- Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"☆19Apr 28, 2022Updated 4 years ago
- ☆23Dec 16, 2021Updated 4 years ago