thw1021's repositories
Classical-aerodynamics
Sets of equations and graphs based on non-CFD techniques
airfoil-opt-gan
Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"
airfoil_validation
NACA0012 OpenFOAM results are compared to experimental data.
BasicOpenFOAMProgrammingTutorials
Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.
CFD-Bayesian-Optimization
Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.
CNN-for-Airfoil
CNN for airfoil lift-to-drag-ratio prediction
CS-Notes
:books: Computer Science Learning Notes
Cylinder2DFlowControlDRL
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
Deep-Flow-Prediction
A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
deep-fluids
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
DeepVIV
Deep Learning of Vortex Induced Vibrations
foam-extend-foam-extend-4.0
Unofficial mirror of git://git.code.sf.net/p/foam-extend/foam-extend-4.0
GA-CFD-MO
Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont
HAXX
HAXX (Hamilton's Quaternion Algebra for CXX) is a C++ software infrastructure for the development of efficient scalar and tensorial quaternion algorithms.
HODLR
A fast, accurate direct solver and determinant computation for dense linear systems
KTH_Simson_changes
Modifications to KTH flow solver Simson
LSTM_ROM_Arxiv
A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269
Nalu
Nalu: a generalized unstructured massively parallel low Mach flow code designed to support a variety of open applications of interest built on the Sierra Toolkit and Trilinos solver Tpetra solver stack. The open source BSD, clause 3 license model has been chosen for the code base. See LICENSE for more information.
OpenHyperFLOW2D
Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multicomponent sub/trans/supersonic reacting gas flow with RANS/URANS turbulence models.
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
rans-uncertainty
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
Riemann-Solvers
Riemann Solvers and Numerical Methods for Fluid Dynamics.
seminar
Notes for the weekly seminar on deep learning for climate modeling
Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
turbinesFoam
Actuator line modeling extension library for OpenFOAM.
turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
Wind-Energy-Prediction-using-LSTM
Time Series Analysis using LSTM for Wind Energy Prediction.