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deepnude-an-image-to-image-technology

DeepNude's algorithm and general image generation theory and practice research. DeepNude的算法以及通用图像生成的理论与实践研究。

deeponet

Learning nonlinear operators via DeepONet

deepreinforcementlearning_rayleighbenard2d_control

Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.

deepturbulence

deepturbulence-1

Deep Learning of Turbulent Scalar Mixing

deepxde

Deep learning library for solving differential equations and more

diffusion-based-fluid-super-resolution

PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".

dmdcsp

Sparsity-Promoting Dynamic Mode Decomposition with Control

dmdpack

Dynamic Mode Decomposition

dominant-balance

Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

enhancement-of-piv-via-pinns

Enhancement of PIV measurements via physics-informed neural networks

euler2d

f2py-sockets

Example on how to use sockets to transfer data from Fortran to Python and viceversa

fluidlab

[ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation

fluidx3d

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.

forpy

Forpy - use Python from Fortran

free-books

互联网上的免费书籍

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gliding_vertex

The implementation of paper "Gliding vertex on the horizontal bounding box for multi-oriented object detection".

graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

hello_world

testGitHub

hemepure-gpu

GPU version of HemeLB code (HemePure)

hfm

Hidden Fluid Mechanics

hpinn

hPINN: Physics-informed neural networks with hard constraints

htr-solver

Hypersonic Task-based Research (HTR) solver for the Navier-Stokes equations at hypersonic Mach numbers including finite-rate chemistry for dissociating air and multicomponent transport.

infinigen

Infinite Photorealistic Worlds using Procedural Generation

jax-am

Additive manufacturing simulation with JAX.

jaxfluids

Differentiable Fluid Dynamics Package

koopman

Koopman Mode Decomposition