Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
☆58Nov 20, 2022Updated 3 years ago
Alternatives and similar repositories for pinn-torch
Users that are interested in pinn-torch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Dec 15, 2021Updated 4 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.☆11Aug 9, 2021Updated 5 years ago
- Python implementation of a 2D Smoothed Particle Hydrodynamics (SPH) simulation for simulating fluid behavior in a dam break scenario.☆12Aug 10, 2023Updated 3 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆11Jun 22, 2026Updated 4 months ago
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆26May 11, 2023Updated 3 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆27Jul 2, 2025Updated last year
- Heat Equation FEM and PINN solver☆12Apr 24, 2022Updated 4 years ago