Duke-MG-Lab / Allen-Cahn-FNO
Fourier Neural Operators to solve for Allen Cahn PDE equations
☆18Updated 3 years ago
Alternatives and similar repositories for Allen-Cahn-FNO:
Users that are interested in Allen-Cahn-FNO are comparing it to the libraries listed below
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆18Updated last year
- Discontinuity Computing Using Physics-Informed Neural Network☆23Updated last year
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆29Updated 3 years ago
- ☆26Updated 9 months ago
- Multifidelity DeepONet☆31Updated last year
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆25Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- POD-PINN code and manuscript☆51Updated 5 months ago
- PDE Preserved Neural Network☆46Updated 9 months ago
- ☆24Updated 3 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- Deep finite volume method☆21Updated 9 months ago
- ☆53Updated 2 years ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆77Updated 2 years ago
- ☆48Updated 4 months ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆70Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- ☆28Updated 2 years ago
- ☆20Updated 4 years ago
- DeepONet extrapolation☆27Updated last year
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆40Updated 2 years ago
- Fourier Neural Operator☆12Updated last year
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆15Updated last year
- ☆14Updated 2 years ago
- ☆12Updated last week
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆25Updated 2 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago