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6_thevisualroom

9eqmodel_knfandlstm

a-to-z-resources-for-students

✅ Curated list of resources for college students

aeropython

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

animegan

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper <AnimeGAN: a novel lightweight GAN for photo animation>, which uses the GAN framwork to transform real-world photos into anime images.

animegan-1

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

applied-deep-learning

Applied Deep Learning

arima-lstm-hybrid-corrcoef-predict

Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets

assignment-bank

Contribute alternative assignments for Numerical Methods with Python

asttn_pytorch

awesome-time-series-analysis

This list collects learning resource, tools and dataset for time series analysis/time series data mining.

bfs2d_python

A python code for solving flow across 2 dimensional backward facing step.

blockmeshbuilder

Concisely define and manipulate 3D block structures to produce hexahedral block-structured meshes for CFD.

can-pinn-lid-driven-cavity

Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)

cfd

Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.

cfd-codes-with-fvm-fdm

Computational Fluid Dynamics codes implementing Finite Volume Method (FVM) and Finite Difference Method (FDM)

cfd-euler-2d

CFD code for two dimensional Euler equation using finite volume techniques (unstructured mesh)

cfd-learning-programs

用于保存CFD学习过程中的程序算例

cfd-python

cfd-solver-matlab

A generalized 2D Navier-Stokes solver for laminar, incompressible flows

cfd-structured-euler-2d

CFD code for two dimensional Euler equation by finite volume techniques (structured mesh)

cfd101

💧CFD(计算流体力学)资料汇总、学习笔记，欢迎补充...

cfd_books_codes

CFD codes written based on examples in various books like Patnakar, Versteeg etc

cfdbench

A comprehensive benchmark for machine learning methods in fluid dynamics

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

cnn_fem

In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model and predict stress distribution over the plate for uncalculated forces.

codeparkshare

Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐

computational-fluid-dynamics-machine-learning-examples

This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.

computational-physics-and-machine-learning-reading-list

A list of papers relating Computational Physics and Machine Learning