Pinned Repositories
3D-printed-mirror-array
3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns
Active-Noise-Cancellation
adflow
ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.
ADLib
AeroDynamics Laboratory Library set for the OpenFOAM(R)
AeroGP
Data-driven Aerodynamic Analyses of Structures using Gaussian Processes
AFiD
A highly parallel application for Rayleigh-Benard and Taylor-Couette flows
Airfoil-GCNN
Graph Convolutional Networks for Unstructured Flow Fields
America-Against-America
《美国反对美国》是王沪宁先生在上世纪80年代末赴美观察写作的。我们知道在那个年代中国对西方特别是美国的追捧有多高,所以突然看到一个学者在80年代就有如此清楚的认识,十分钦佩。由于网上只有效果很差的PDF扫描版,所以我想利用OCR技术和肉眼(人体OCR)来转成现代化的文本格式。目前已经全部完成。
amrex
AMReX: Software Framework for Block Structured AMR
hwfluid's Repositories
hwfluid/automatic_model_selection
Framework for selecting a suitable ML model given a specific problem
hwfluid/Bayesian-Optimzation-Wind-Farm
hwfluid/block-random
hwfluid/CNN-for-Airfoil
CNN for airfoil lift-to-drag-ratio prediction
hwfluid/CNNforCFD
This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.
hwfluid/Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
hwfluid/Deep-Flow-Prediction
A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
hwfluid/deep-fluids
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
hwfluid/Deep-Learning-Turbulence-model
Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.
hwfluid/deep_flow_control
Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018
hwfluid/DeepEddy
Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS001472).
hwfluid/DeepTurbulence
hwfluid/DeepVIV
Deep Learning of Vortex Induced Vibrations
hwfluid/DNNLESMODEL
This repository contains the python code, weight and bias matrices for the INU model
hwfluid/dscaptstone
Data Science Turbulence Capstone Repo
hwfluid/GAN_flownet
Use Generative Adversarial Networks to improve Steady-State-Flow-With-Neural-Nets
hwfluid/gplearn
Genetic Programming in Python, with a scikit-learn inspired API
hwfluid/lesTools
A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations
hwfluid/Machine_Learning_Fluid_Dynamics
A curated list of awesome Machine Learning projects in Fluid Dynamics
hwfluid/mlflip
A quick implementation of MLFLIP
hwfluid/NASA_RUL_-CMAPS-
Remaining Useful Life (NASA CMAPS Dataset)
hwfluid/rans-uncertainty
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
hwfluid/RUL-Net
Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine
hwfluid/SmoothParticleNets
A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.
hwfluid/stabRAS_FE31
hwfluid/stabRAS_OF50
hwfluid/Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
hwfluid/tempoGAN
Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"
hwfluid/turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
hwfluid/VortexFitting
Tools for detection, identification and fitting of vortices