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  1. drl_shape_optimization drl_shape_optimization Public archive

    Deep reinforcement learning to perform shape optimization

    Python 58 15

  2. gnn_laminar_flow gnn_laminar_flow Public

    Laminar flow prediction using graph neural networks

    Python 25 9

  3. cnn_drag_prediction cnn_drag_prediction Public archive

    A convolutional neural network for drag prediction in laminar flows

    Python 12 4

  4. u-net_laminar_flow u-net_laminar_flow Public archive

    Laminar flow prediction around arbitrary objects using U-nets

    Python 5

  5. cnn_spallart_allmaras cnn_spallart_allmaras Public archive

    Turbulent viscosity field prediction using convolution neural networks

    Python 3 1

  6. twin_autoencoder twin_autoencoder Public archive

    A twin auto-encoder structure for flow prediction with built-in outlier detection and uncertainty prediction

    Python 1

Repositories

Showing 9 of 9 repositories
  • Spatio-Temporal-Learning-of-Turbulent-Flows Public Forked from aakash30jan/Spatio-Temporal-Learning-of-Turbulent-Flows

    Autoregressive Transformers for Data-Driven Spatio-Temporal Learning of Turbulent Flows

    cfl-minds/Spatio-Temporal-Learning-of-Turbulent-Flows’s past year of commit activity
    Python 0 GPL-2.0 2 0 0 Updated Mar 29, 2023
  • twin_autoencoder Public archive

    A twin auto-encoder structure for flow prediction with built-in outlier detection and uncertainty prediction

    cfl-minds/twin_autoencoder’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Dec 14, 2021
  • gnn_laminar_flow Public

    Laminar flow prediction using graph neural networks

    cfl-minds/gnn_laminar_flow’s past year of commit activity
    Python 25 MIT 9 0 0 Updated Dec 1, 2021
  • pbo Public Forked from jviquerat/pbo

    Policy-based optimization : single-step policy gradient seen as an evolution strategy

    cfl-minds/pbo’s past year of commit activity
    Python 0 5 0 0 Updated Nov 18, 2021
  • drl_shape_optimization Public archive

    Deep reinforcement learning to perform shape optimization

    cfl-minds/drl_shape_optimization’s past year of commit activity
    Python 58 MIT 15 0 0 Updated Oct 17, 2021
  • cnn_spallart_allmaras Public archive

    Turbulent viscosity field prediction using convolution neural networks

    cfl-minds/cnn_spallart_allmaras’s past year of commit activity
    Python 3 1 0 0 Updated Oct 14, 2021
  • u-net_laminar_flow Public archive

    Laminar flow prediction around arbitrary objects using U-nets

    cfl-minds/u-net_laminar_flow’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 20, 2021
  • cnn_drag_prediction Public archive

    A convolutional neural network for drag prediction in laminar flows

    cfl-minds/cnn_drag_prediction’s past year of commit activity
    Python 12 MIT 4 0 0 Updated Jan 14, 2021
  • cfl-minds.github.io Public

    Website sources

    cfl-minds/cfl-minds.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Aug 10, 2020

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