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direct-numerical-simulation

Here are 4 public repositories matching this topic...

pvlachas / LearningEffectiveDynamics

Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.

machine-learning recurrent-neural-networks simulations autoencoders lstm-neural-networks navier-stokes-equations equation-free-modeling direct-numerical-simulation kuramoto-sivashinsky reduced-order-modeling learning-effective-dynamics

Updated Apr 19, 2023
Python

PSc_HIT3D

FMATH-Group / PSc_HIT3D

A Parallel Integrated Computational-Statistical Platform for Homogeneous Turbulent Transport

statistical-analysis cfd computational-fluid-dynamics turbulance turbulent-mixing navier-stokes-equations direct-numerical-simulation advection-diffusion passive-scalar turbulent-flows turbulence-statistics

Updated Dec 10, 2020
Python

ariellubonja / evolutional-deep-neural-networks

Preliminary work to GPU-port Evolutional DNNs, an approximate Neural Network-based solution to the Navier-Stokes equations

turbulence navier-stokes-equations direct-numerical-simulation physics-informed-neural-networks

Updated Jan 20, 2024
Python

JDCurry / bkm-engine

GPU-accelerated pseudo-spectral solver for investigating finite-time singularities in 3D incompressible Navier-Stokes with BKM monitoring

python hpc cuda gpu-computing navier-stokes computational-fluid-dynamics pseudo-spectral mixed-precision direct-numerical-simulation turbulence-modelling scientific-computing-with-python finite-time-singularity bkm-criterion

Updated Sep 5, 2025
Python

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