ChrisRackauckas / PINN_QuadratureLinks
Studying quadrature methods applied to PINNs
☆26Updated 3 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☆85Updated 4 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆15Updated 4 months ago
- The algorithmic differentation tool pyadjoint and add-ons.☆114Updated 2 weeks ago
- Gridap drivers for fluid-structure interaction applications☆27Updated 3 years ago
- Learning Green's functions of partial differential equations with deep learning.☆72Updated last year
- This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia☆41Updated 8 years ago
- Automatic Differentiation for Solid Mechanics☆57Updated last week
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 3 years ago
- ☆32Updated last year
- ☆42Updated 5 years ago
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Updated 3 years ago
- Spectral Methods in Python☆60Updated 6 months ago
- Fully-differentiable multi physics finite-volume simulators☆70Updated this week
- Differentiable simulation of batteries in Julia using Jutul.jl☆30Updated this week
- Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks☆59Updated 7 months ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 2 months ago
- ☆30Updated last year
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Updated 3 years ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆16Updated last year
- ☆10Updated 2 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning☆10Updated 3 weeks ago
- HOHQMesh.jl is a Julia wrapper for the HOHQMesh mesh generator, which allows to produce curved quadrilateral and hexahedral meshes for hi…☆37Updated 2 weeks ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 weeks ago
- A Matlab implementation of boundary element method (BEM) and method of fundamental solutions (MFS) for simulation of Stokes flow based on…☆14Updated 8 years ago