A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.

Progressive data-augmented k-omega SST model for OpenFOAM

A package of codes that imports, displays, sorts, and calculates (PDF, JPDF, Histogram, correlation coefficient, Autocorrelation) time signals from OpenFOAM.

Simulation, Forecasting and Filtering of Stochastic Triad Models of Turbulence

Integration of Ansys Fluent hydrogen-air mixer in Python and optimization with Genetic Algorithm

A python toolset to augment RANS models with LES/DNS data, using Random or Mondrian forests.

Assignments from Turbulence Modelling, DTU Autumn 2022

Online Material for Vidal et al. (2024). Cholinergic-related pupil activity reflects level of emotionality during motor performance. EJN, 59(9):2193–2207.

Machine Learning-Driven Clear Air Turbulence Prediction for Aviation Safety

A highly configurable Reservoir Computing (RC) Python package, supporting both Quantum and Classical implementations. FYP Masters project by Raihaan Usman!

This repository contains implementation of the Lam-Bremhorst k-epsilon turbulence mode in FEniCS.

Homebrew Godunov-type computational fluid dynamics solver with some additional physics.

Quasilinear model for coupled evolution of Langmuir and Weibel turbulence in beam-plasma systems from the article: A.A. Kuznetsov, Vl.V. Kocharovsky "Quasilinear interaction between Langmuir and Weibel turbulence in a beam-plasma system"

Quasilinear model for evolution of Weibel turbulence, a simplified version of which is described in the article: A.A. Kuznetsov and others "Quasilinear Simulation of the Development of Weibel Turbulence in Anisotropic Collisionless Plasma"

Ninetails is a personal project which aims to develop a higher order gyrofluid model using high-level python only.

A fully developed turbulent channel flow is numerically solved using FVM.

Sophisticated approach to predicting turbulence dynamics by leveraging the power of Physics-Informed Neural Networks (PINNs). This project is built on the PyTorch Lightning framework, facilitating streamlined model training, evaluation, and management.

The source code for Finite volume Explicit STructured 3Dimensional (FEST-3D) solver.

A multilayer shallow water equations solver using the Lattice Boltzmann method as part of a Masters research project.