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Logo for IncompressibleNavierStokes

IncompressibleNavierStokes

This package implements energy-conserving solvers for the incompressible Navier-Stokes equations on a staggered Cartesian grid. It is based on the Matlab package INS2D/INS3D. The simulations can be run on the single/multithreaded CPUs or Nvidia GPUs.

  • HPC
  • Scientific machine learning
  • Julia
5
5

AttentionLayer.jl

Implements the Attention mechanism in Julia as a modular Lux layer

  • Julia Package
  • Machine learning
  • Scientific machine learning
  • Julia
1
0

ConvolutionalNeuralOperators.jl

Julia package to implement Convolutional Neural Operators

  • Julia Package
  • Machine learning
  • Scientific machine learning
  • Julia
1
0
Logo for CoupledNODE

CoupledNODE

CoupledNODE.jl is a SciML repository that extends NODEs (Neural Ordinary Differential Equations) to C-NODEs (Coupled Neural ODEs), providing a data-driven approach to modelling solutions for multiscale systems when exact solutions are not feasible.

  • Julia Language
  • Julia Package
  • Machine learning
  • + 1
  • Julia
  • Shell
5
0
Logo for speckcn2

speckcn2

SpeckleCn2Profiler revolutionizes satellite communication, combining SCIDAR and AI. By accurately estimating turbulence strength and refining signals, it ensures reliable performance in any environment. Dive into our repository and join the quest to transform optical links.

  • Scientific machine learning
  • Python
  • Nix
5
0