HwijaeSon / AL-PINNsLinks
Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks
β12Updated 2 years ago
Alternatives and similar repositories for AL-PINNs
Users that are interested in AL-PINNs are comparing it to the libraries listed below
Sorting:
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".β38Updated 3 years ago
- π Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scieβ¦β11Updated last year
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimizationβ16Updated 3 years ago
- β18Updated 2 years ago
- Paper List of Physics-Informed Neural Network (PINN)β44Updated this week
- Koopman Kernels for Learning Dynamical Systems from Trajectory Dataβ31Updated last year
- β11Updated 2 years ago
- Neural Galerkinβ16Updated 2 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructureβ28Updated 2 years ago
- β10Updated 2 years ago
- β21Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systemsβ30Updated 3 years ago
- In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear repβ¦β10Updated last year
- β30Updated 7 years ago
- Benchmark for learning stiff problems using physics-informed machine learningβ12Updated 3 years ago
- β24Updated 5 months ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Modelsβ26Updated last year
- β11Updated 4 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observationsβ21Updated 3 years ago
- β10Updated 2 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.β27Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.β35Updated last year
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming optiβ¦β30Updated last year
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"β28Updated 5 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)β44Updated 3 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495β37Updated 2 years ago
- β21Updated 5 years ago
- β16Updated last year
- β14Updated 3 years ago
- β34Updated 3 years ago