amkatrutsa / dmgLinks
Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf
☆19Updated 6 months ago
Alternatives and similar repositories for dmg
Users that are interested in dmg are comparing it to the libraries listed below
Sorting:
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- ☆45Updated 2 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 2 months ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Updated 4 months ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- ☆28Updated last year
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆15Updated 4 years ago
- ☆39Updated 2 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- ☆14Updated 6 years ago
- ☆24Updated 2 years ago
- PyTorch-FEniCS interface☆103Updated 4 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆114Updated 2 weeks ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated last month
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last month
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆33Updated last year
- Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)☆13Updated 3 years ago
- Learning Green's functions of partial differential equations with deep learning.☆72Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- ☆114Updated last week
- Turbulent flow network source code☆70Updated 8 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- A Python library for training neural ODEs.☆25Updated 9 months ago
- Spectral Methods in Python☆60Updated 6 months ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- ☆12Updated last year
- ☆42Updated 5 years ago
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆24Updated last year