cfl-minds

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9 repositories

Spatio-Temporal-Learning-of-Turbulent-Flows
Public
Autoregressive Transformers for Data-Driven Spatio-Temporal Learning of Turbulent Flows
Python
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GNU General Public License v2.0
•2•0•0•0•Updated Mar 29, 2023Mar 29, 2023
twin_autoencoder
Public archive
A twin auto-encoder structure for flow prediction with built-in outlier detection and uncertainty prediction
neural-networks convolutional-neural-networks computational-fluid-dynamics
Python
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MIT License
•0•1•0•0•Updated Dec 14, 2021Dec 14, 2021
gnn_laminar_flow
Public
Laminar flow prediction using graph neural networks
neural-networks computational-fluid-dynamics graph-neural-networks
Python
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MIT License
•9•26•0•0•Updated Dec 1, 2021Dec 1, 2021
pbo
Public
Policy-based optimization : single-step policy gradient seen as an evolution strategy
Python
•5•0•0•0•Updated Nov 18, 2021Nov 18, 2021
drl_shape_optimization
Public archive
Deep reinforcement learning to perform shape optimization
deep-reinforcement-learning drl shape-optimization ppo
Python
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MIT License
•15•58•0•0•Updated Oct 17, 2021Oct 17, 2021
cnn_spallart_allmaras
Public archive
Turbulent viscosity field prediction using convolution neural networks
neural-networks convolutional-neural-networks computational-fluid-dynamics
Python
•1•3•0•0•Updated Oct 14, 2021Oct 14, 2021
u-net_laminar_flow
Public archive
Laminar flow prediction around arbitrary objects using U-nets
convolutional-neural-networks cfd u-net
Python
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MIT License
•0•5•0•0•Updated Jul 20, 2021Jul 20, 2021
cnn_drag_prediction
Public archive
A convolutional neural network for drag prediction in laminar flows
neural-networks convolutional-neural-networks computational-fluid-dynamics
Python
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MIT License
•4•12•0•0•Updated Jan 14, 2021Jan 14, 2021
cfl-minds.github.io
Public
Website sources
JavaScript
•0•0•0•0•Updated Aug 10, 2020Aug 10, 2020