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CFD-DeepLearning-UNET

This is a research code (not a production level software) inspired by: O Hennigh, Automated design using neural networks and gradient descent, 2018, arXiv preprint arXiv:1710.10352

Implementation using Keras x, TensorFlow 2.2.4, Python 3.x and Juypter Notebook.

Presentation

Solving Complex Engineering Problems with CFD and DL in /report pdf

U-Net Architecture (Prediction Network)

Training Data

Test Data: Predictions

Validation Data: Predictions

Validation Data: Predictions

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  • Jupyter Notebook 99.5%
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