jhssyb Goto Github PK

cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

cylinder2dflowcontroldrl

code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning

cylinder2dflowcontroldrlparallel

Parallelizing DRL for Active Flow control

data-driven-discretization-1d

Code for "Learning data-driven discretizations for partial differential equations"

dd-les

This repository contains codes for two-dimensional Kraichnan turbulence. Below is the brief description of each folder:

deep-learning-notes

Experiments with Deep Learning

deepbsde

Deep BSDE solver in TensorFlow

deepcfd

DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-padhai

All the code files related to the deep learning course from PadhAI

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

deepritzmethod

Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.

deepxde

Deep learning library for solving differential equations

dfib

Divergence free immersed boundary method

diff-zoo

Differentiation for Hackers

differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

dmdtools

A library of tools for computing variants of Dynamic Mode Decomposition

dnn-based-nirom

this repository contains code for SlopeNet using several numerical methods

dnn-rom-jfm

dns

Direct Numerical Simulation of Turbulence using the Implicitly Dealiased Pseudospectral Method

dns-channel

Direct Numerical Simulation of an incompressible turbulent channel flow (CPL)

dns-pipe

Direct Numerical Simulation (DNS) of an incompressible turbulent pipe flow (CPL)

emgr

emgr - EMpirical GRamian Framework

fenics-drl

firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

flexi

Open Source High-Order Unstructured Discontinuous Galerkin Fluid Dynamics Solver

fluidmechanics

Visualization for Streamlines for the incompressible potential flow around a circular cylinder in a uniform onflow, Rankin Half-Body, Source and cink using Numpy, Matplotlib in PYTHON.

foam-cases

Misc simulation cases

ga-cfd-mo

Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont

generative_model_zoo