LeungSamWai / Finite-expression-method
☆19Updated 2 years ago
Alternatives and similar repositories for Finite-expression-method:
Users that are interested in Finite-expression-method are comparing it to the libraries listed below
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆20Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆47Updated 3 years ago
- Competitive Physics Informed Networks☆27Updated 6 months ago
- Multifidelity DeepONet☆30Updated 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…☆39Updated 2 years ago
- ☆39Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations☆37Updated 4 months ago
- DeepONet extrapolation☆26Updated last year
- ☆22Updated 2 years ago
- ☆53Updated 2 years ago
- ☆14Updated 3 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆15Updated last year
- Neural Galerkin☆15Updated last year
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆58Updated 2 years ago
- ☆41Updated 4 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆10Updated last year
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- POD-PINN code and manuscript☆48Updated 4 months ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆25Updated 3 years ago
- ☆26Updated 2 years ago
- Official implementation of *A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs*☆13Updated 2 years ago
- A pyTorch Extension for Applied Mathematics☆39Updated 5 years ago
- ☆23Updated 8 months ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆92Updated 2 years ago
- ☆62Updated 5 years ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆23Updated 11 months ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆20Updated 8 months ago