bc1chen / AI4PDELinks
☆23Updated 10 months ago
Alternatives and similar repositories for AI4PDE
Users that are interested in AI4PDE are comparing it to the libraries listed below
Sorting:
- Deep finite volume method☆21Updated 11 months ago
- Data preprocess method on Physics-informed neural networks☆15Updated 3 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- ☆20Updated last year
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 4 months ago
- ☆50Updated 5 months ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆18Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆19Updated last year
- DeepONet extrapolation☆27Updated 2 years ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆27Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆26Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆50Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Physics Informed Fourier Neural Operator☆21Updated 6 months ago
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Yet another PINN implementation☆20Updated 11 months ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆24Updated 2 years ago
- library for querying the Johns Hopkins Turbulence Database (JHTDB)☆14Updated last week
- Burgers equation solved by PINN in PyTorch☆21Updated 3 years ago
- ☆10Updated last year
- ☆25Updated 4 months ago
- ☆29Updated 2 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆33Updated 2 years ago
- PDE Preserved Neural Network☆52Updated 3 weeks ago
- Multifidelity DeepONet☆33Updated last year
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆13Updated last month
- Fourier Neural Operators to solve for Allen Cahn PDE equations☆18Updated 3 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆72Updated last year