🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

Computational Fluid Dynamics, Waves, Reactions, Plasmas

An extended k-epsilon model integrated with OpenFOAM for simulation of turbine wakes and power losses in wind farms

FVM implementation of Eddy Viscosity and Reynolds Stress models for fully developed turbulent channel flow in MATLAB

Density-based compressible transient solver using the flux difference splitting scheme of Bui, with shock sensor-based upwinding. Primarily designed for compressible LES.

OpenFOAM implementation of turbulence models driven by machine learning predictions.

Progressively data-augmented RANS models for secondary flow predition

Discovering explicit Reynolds-averaged turbulence closures for turbulent separated flows through deep learning-based symbolic regression with non-linear corrections

A Turbulent CFD solver on CPU and GPU using CUDA and Vulkan

Grad Course (2020-2021), CE 200B – Environmental Fluid Mechanics II

Uncertainty Quantification of RANS Data-Driven Turbulence Modeling

Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.

Modelling of geometry and simulation of Fluid flow using Star CCM+

Using Machine Learning to Predict Extreme Events in Complex Systems

Implementation of the "standard" Spalart-Allmaras turbulence model for OpenFOAM.

A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations

Repository for an in-progress 3D, block structured, explicit/implicit, Navier-Stokes solver.

Collection of OpenFOAM solvers and cases