kamilazdybal / PCAfold
Low-dimensional PCA-derived manifolds and everything in between!
☆13Updated 5 months ago
Alternatives and similar repositories for PCAfold:
Users that are interested in PCAfold are comparing it to the libraries listed below
- A Differentiable Reacting Flow Simulation Package in PyTorch☆49Updated 3 years ago
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆20Updated last year
- A collection of tools based on Computational Singular Perturbation for the analysis of chemically reacting systems☆24Updated 3 months ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated 9 months ago
- ☆18Updated 4 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- To simplify the Flamelet-Generated Manifold (FGM) combustion model tables using an artificial neural network (ANN).☆30Updated 4 years ago
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆15Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆29Updated 2 years ago
- This repository is dedicated to the studienarbeit project of "Numerical investigation of 2D transonic shock-buffet around a NACA 0012-34 …☆8Updated 3 years ago
- LES-ML closures for Kraichnan turbulence☆18Updated 5 years ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 5 years ago
- Spitfire is a Python/C++ library for constructing tabulated chemistry models and solving differential equations.☆40Updated 3 weeks ago
- PyStokes: phoresis and Stokesian hydrodynamics in Python. github.com/rajeshrinet/pystokes☆47Updated this week
- ODE system solver using dG(q), time-discontinuous Galerkin with Lobatto basis.☆15Updated 7 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- Open-source pipeline to create augmented reality (AR) models from scientific data☆22Updated last year
- Two-dimensional Lattice boltzmann with Python, Cython, and OpenCL (GPU)☆27Updated 7 years ago
- Chemical Explosive Mode Analysis for computational/experimental combustion diagnostics using Julia SciML features☆12Updated 3 years ago
- Basic tutorials of supervised, unsupervised, and reinforcement learning☆21Updated 2 years ago
- Working repo for pyJac sparse upgrade☆10Updated 6 years ago
- A multi-block solver for massively parallel direct numerical simulations (DNS) of fluid flows☆42Updated 2 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆29Updated last year
- Wavelet Adaptive Block-Based solver for Interactions with Turbulence☆57Updated this week
- ☆54Updated 3 weeks ago
- This repository contains codes related to our work on physics-guided machine learning.☆15Updated 3 years ago
- FSI simulations using OpenFOAM☆12Updated 4 years ago
- OpenFOAM examples for data-driven ML and ROM☆16Updated last year