ChrisRackauckas / PINN_QuadratureLinks
Studying quadrature methods applied to PINNs
☆26Updated 4 years ago
Alternatives and similar repositories for PINN_Quadrature
Users that are interested in PINN_Quadrature are comparing it to the libraries listed below
Sorting:
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆87Updated 4 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia☆42Updated 8 years ago
- Gridap drivers for fluid-structure interaction applications☆27Updated 4 years ago
- ☆32Updated last year
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Scientific Machine Learning Tutorials☆40Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Updated 3 years ago
- A generic FEM solver by meta-expressions☆18Updated 2 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆78Updated 2 weeks ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- This repository hosts some educational resources in topology optimisation and related fields.☆19Updated 10 months ago
- A Gridap-based FEM solver for the MHD equations☆18Updated last month
- Automatic Differentiation for Solid Mechanics☆58Updated last month
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆116Updated 2 months ago
- ☆30Updated last year
- Dimension reduced surrogate construction for parametric PDE maps☆39Updated 5 months ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated 2 years ago
- Spectral Methods in Python☆61Updated last week
- Simple SPH dam-break simulation in Julia☆51Updated last week
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆17Updated last year
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Updated 6 months ago
- ☆10Updated 2 months ago
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆37Updated last week
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Updated 3 years ago
- Python interface for libROM, library for reduced order models☆63Updated 5 months ago