Awesome Open Source

Programming Languages

Search results for deep learning fluid dynamics

deep-learning x

fluid-dynamics x

9 search results found

Pdebench ⭐ 522

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Jaxfluids ⭐ 203

Differentiable Fluid Dynamics Package

Kinetic.jl ⭐ 110

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

Fluidnet_cxx ⭐ 43

FluidNet re-written with ATen tensor lib

Rans Uncertainty ⭐ 31

Uncertainty Quantification of RANS Data-Driven Turbulence Modeling

Awesome Physics Programming ⭐ 20

😎 ☄️ Collection of the most awesome learning resources on physics programming in the form of videos, tutorials and frameworks.

Fsrn Cvpr2020 ⭐ 14

This codebase implements the system described in the paper: Dynamic Fluid Surface Reconstruction Using Deep Neural Network

Geometricvofcartesian ⭐ 13

OpenFOAM library with conventional and machine-learning models for volume of fluid method

High Order Layers Torch ⭐ 9

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

Deep Turbulence ⭐ 6

Multi-fidelity Generative Deep Learning Turbulent Flows

Related Searches

Python Deep Learning (18,788)

Jupyter Notebook Deep Learning (10,328)

Deep Learning Neural Network (5,801)

Deep Learning Pytorch (5,443)

Deep Learning Tensorflow (5,388)

Deep Learning Convolutional Neural Networks (3,932)

Deep Learning Neural (3,768)

Network Deep Learning (3,569)

Deep Learning Computer Vision (3,365)

Deep Learning Keras (3,258)

1-9 of 9 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.