Romit-Maulik / PyParSVD
An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py
☆58Updated 3 years ago
Alternatives and similar repositories for PyParSVD:
Users that are interested in PyParSVD are comparing it to the libraries listed below
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Stiff Neural Ordinary Differential Equations☆32Updated last year
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- XBraid Parallel-in-Time Solvers☆76Updated 6 months ago
- Python bindings to pressio☆10Updated 2 years ago
- A Python library for training neural ODEs.☆20Updated last month
- A library for dimensionality reduction on spatial-temporal PDE☆64Updated 11 months ago
- ☆10Updated last year
- Learning Green's functions of partial differential equations with deep learning.☆65Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years 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…☆19Updated 3 years ago
- Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.☆58Updated 2 years ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 5 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Scientific Machine Learning Tutorials☆36Updated 3 years ago
- A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.☆83Updated last week
- ☆51Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆108Updated 4 months ago
- Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions☆23Updated 7 months ago
- PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.☆19Updated 2 years ago
- ☆69Updated last month
- A software package for flexible HPC GPs☆16Updated 3 weeks ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated this week
- Parameter space dimension reduction toolbox☆13Updated 2 years ago
- Analysis of initial value ODE solvers☆81Updated 6 months ago
- Scaling RLLib for generic simulation environments on Theta☆20Updated 2 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago