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1. Romit-Maulik/Probabilistic_ML_Fluids Romit-Maulik/Probabilistic_ML_Fluids Public

   Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"

   Jupyter Notebook 11 8

2. kazutotess/ML-ROM_Various_Shapes kazutotess/ML-ROM_Various_Shapes Public

   This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes"

   Python 15 10

3. taichimoja/ML-ROM_turbulent_flow taichimoja/ML-ROM_turbulent_flow Public

   This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow"

   Jupyter Notebook 13 5

4. Masaki-Morimoto/Grad-CAM_for_fluid-flows Masaki-Morimoto/Grad-CAM_for_fluid-flows Public

   Jupyter Notebook 5 1

5. MLTG_PRFluids2019 MLTG_PRFluids2019 Public

   Sample code for machine learning based inflow turbulence generator by Fukami et al. (PRFluids, 2019)

   Python 2 2

6. Voronoi-CNN Voronoi-CNN Public

   Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 2021)

   Python 45 12