nw2190 / ConvPDELinks
Convolutional Solvers for Partial Differential Equations
☆27Updated 5 years ago
Alternatives and similar repositories for ConvPDE
Users that are interested in ConvPDE are comparing it to the libraries listed below
Sorting:
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Scientific Machine Learning Tutorials☆40Updated 4 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 3 months ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 6 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆86Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆62Updated 2 months ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 3 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- Spectral Methods in Python☆60Updated 7 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆55Updated 2 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆65Updated 3 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆64Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- A Python library for training neural ODEs.☆25Updated 10 months ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆22Updated 4 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- ☆118Updated 6 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- ☆30Updated last year
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆20Updated 4 years 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
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆76Updated last month