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Veröffentlichungsdatum
Anzahl der Publikationen: 5
2022
Ma, Haochun; Haluszczynski, Alexander; Prosperino, Davide und Räth, Christoph
(2022):
Identifying causality drivers and deriving governing equations of nonlinear complex systems.
In: Chaos, Bd. 32, Nr. 10, 164305
2021
Haluszczynski, Alexander und Raeth, Christoph
(2021):
Controlling nonlinear dynamical systems into arbitrary states using machine learning.
In: Scientific Reports, Bd. 11, Nr. 1, 12991
2020
Haluszczynski, Alexander; Aumeier, Jonas; Herteux, Joschka und Raeth, Christoph
(2020):
Reducing network size and improving prediction stability of reservoir computing.
In: Chaos, Bd. 30, Nr. 6
2019
Haluszczynski, Alexander und Raeth, Christoph
(2019):
Good and bad predictions: Assessing and improving the replication of chaotic attractors by means of reservoir computing.
In: Chaos, Bd. 29, Nr. 10, 103143
2017
Haluszczynski, Alexander; Laut, Ingo; Modest, Heike und Räth, Christoph
(2017):
Linear and nonlinear market correlations: Characterizing financial crises and portfolio optimization.
In: Physical Review E, Bd. 96, Nr. 6, 62315