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2d-ddp

CNN and CNN w/ transfer learning

2d-ec-trt-lbm-matlab

This matlab code solves a 2D EC problem

2d_turbulence

This repository contains code for data-driven LES of two-dimensional turbulence.

adaptive-wavelets

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

ai4ess-hackathon-2020

am584

amath584a2016

UW Applied Math 584, Autumn 2016

applied-deep-learning

Applied Deep Learning

binary-neural-network-keras

A Keras code on Binary Neural Networks

binaryconnect

Training Deep Neural Networks with binary weights during propagations

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

caf_reduced_sgs

Reproduction of main results of Computers & Fluids paper.

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

cnn-symmetry

Implementation of reflection symmetry in convolutional layers (Tensorflow 1.X)

code-accompanying-lbm-book

Code accompanying The Lattice Boltzmann Method: Principles and Practice

cuda-finte-difference

dd-les

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

deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

dmsuite

A collection of spectral collocation differentiation matrices

edipic-2d

ehd-convection-2d

The code is written in C++ with CUDA GPU computing to solve the 2D electrohydrodynamics convection under unipolar discharge

ehd-convection-2d-opengl

This code solves the 2D electrohydrodynamic convection problem with openGL visualization and control

ehd-convection-3d

The code is written in C++ with CUDA GPU computing to solve the 3D electrohydrodynamics convection under unipolar discharge

ehd-in-point-to-ring-corona

The UDF and FLUENT case to simulate EHD flow in the point-to-ring corona configuration

ehd-pump-3d

ek-pnp

TRT LBM PNP

ek-pnp-3d

electro-thermo-convection

This code solves the electro-thermo-convection in 2D

ensemblekalmanprocesses.jl

Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.

ethd-3d