- United Kingdom
- https://alberacca.github.io/
Pinned Loading
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Echo-State-Networks
Echo-State-Networks PublicTutorial: Echo state networks. A.Racca and L.Magri, Neural Networks (2021), https://doi.org/10.1016/j.neunet.2021.05.004.
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MagriLab/API-ESN
MagriLab/API-ESN PublicAutomatic-differentiated Physics-Informed Echo State Network (API-ESN) for the reconstruction of hidden states in dynamical systems. A.Racca and L.Magri, Lecture Notes in Computer Science (2021).
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Lyapunov-spectrum
Lyapunov-spectrum PublicFast jacobian-free computation of the first m largest lyapunov exponents and Kaplan-Yorke dimension of dynamical systems.
Jupyter Notebook 4
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MagriLab/ESN-MFE
MagriLab/ESN-MFE PublicPrediction and control of turbulent shear flow with Echo State Networks. A. Racca and L. Magri, Lecture Notes in Computer Science (2022); Physical Review Fluids (2022).
Jupyter Notebook 2
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MagriLab/CAE-ESN-Kolmogorov
MagriLab/CAE-ESN-Kolmogorov PublicImplementation of the convolutional autoencoder echo state netowrk (CAE-ESN) applied to the Kolmogorov flow.
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