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computer_vision

All computer vision projects

creckflameletmodel

The laminar steady-state flamelet model developed by the CRECK Modeling Group from Milano.

cs-7643

Homeworks and projects for CS-7643 at Georgia Tech

cs6476-cv

Georgia Tech Computer Vision

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

deepviv

Deep Learning of Vortex Induced Vibrations

fenics-drl

Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.

gatech-course

This repository contains codes and homeworks for courses i took at Gatech

gnn_template

graphfloris

l2d

source code for Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning

phire

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pycomb

Basic flow solvers to implement combustion simulations

pydmd

Python Dynamic Mode Decomposition

space_time_pde

MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution

tensorflowfoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development