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:
- Scientific Machine Learning Tutorials☆39Updated 3 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 6 years ago
- A Python library for training neural ODEs.☆25Updated 8 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…☆21Updated 4 years ago
- ☆42Updated 5 years ago
- ☆54Updated 2 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆14Updated 3 years ago
- Spectral Methods in Python☆59Updated 5 months ago
- ☆30Updated last year
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆64Updated 3 years ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆20Updated 4 years ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆61Updated last month
- Learning Green's functions of partial differential equations with deep learning.☆72Updated last year
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆85Updated 4 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Updated 4 years ago
- ☆17Updated 10 months ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated last year
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 2 months ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year