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Christoph Räth

Controlling dynamical systems into unseen target states using machine learning

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Dec 13, 2024
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Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning

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Dec 11, 2023
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Forecasting Trends in Food Security: a Reservoir Computing Approach

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Dec 01, 2023
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Weight fluctuations in (deep) linear neural networks and a derivation of the inverse-variance flatness relation

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Nov 23, 2023
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Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing

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Jul 14, 2023
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Exploring the limits of multifunctionality across different reservoir computers

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May 23, 2022
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Controlling nonlinear dynamical systems into arbitrary states using machine learning

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Feb 26, 2021
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Reservoir Computing and its Sensitivity to Symmetry in the Activation Function

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Sep 21, 2020
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