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1. turbESN turbESN Public

   turbESN is an echo state network implementation, used in my PhD research as part of the DeepTurb project of the Carl-Zeiss Stiftung. See https://pypi.org/project/turbESN/

   Python 3

2. turbPOD turbPOD Public

   Python scripts that compute the Proper Orthogonal Decomposition (POD) of a dataset.

   Python 1

3. turbAE turbAE Public

   Convolutional Autoencoder network for turbulent fluid flows using PyTorch.

   Python

4. Reduced-order-modeling-of-thermal-convection-flows-a-reservoir-computing-approach Reduced-order-modeling-of-thermal-convection-flows-a-reservoir-computing-approach Public

   My PhD-Thesis titled "Reduced order modeling of thermal convection flows: a reservoir computing approach".

5. flohey.github.io flohey.github.io Public

   Jupyter Notebook