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Name: Longye

Type: User

Longye's Projects

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咸鱼翻身微信小程序

airfoilformer

Airfoil flow construction by using deep learning method.

attention-mechanism-implementation

Self-attention、Non-local、SE、SK、CBAM、DANet

batchformer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

cae_lstm_roms

Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"

cfdpython

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

coord-trans-encoding

This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

deep-flow-prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

deep-learning-in-turbulent-convection-networks

Analysis of turbulent convection images using a U-net resulting in a publication in PNAS.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepcfd

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

deeplearning

Notebook of DeepLearning.

dl-rom

Deep Learning for Reduced Order Modelling

ml-rom_various_shapes

This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes"

mnist_classify

尝试SVM,CNN,RF分类MNIST

physics-based-deep-learning

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

pygeo-tutorial

Tutorial of geospatial data processing using python 用python分析时空数据的教程(in Chinese and English )

solver-in-the-loop

Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

stone-language

Two weeks of homemade scripting language notes and source code. If you think it's good, give me a star.

test

This is a description.

unet

unet for image segmentation

voronoi-cnn

Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 2021)

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