Erik Laminski
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View article: Reliable Detection of Causal Influences in Dynamical Systems
Reliable Detection of Causal Influences in Dynamical Systems Open
Knowledge about existence, strength, and dominant direction of causal influences is of paramount importance for understanding complex systems. With limited amounts of realistic data, however, current methods for investigating causal links …
View article: Reliable Detection of Causal Asymmetries in Dynamical Systems
Reliable Detection of Causal Asymmetries in Dynamical Systems Open
Knowledge about existence, strength, and dominant direction of causal influences is of paramount importance for understanding complex systems. With limited amounts of realistic data, however, current methods for investigating causal links …
View article: Topological Causality in Dynamical Systems
Topological Causality in Dynamical Systems Open
Determination of causal relations among observables is of fundamental interest in many fields dealing with complex systems. Since nonlinear systems generically behave as wholes, classical notions of causality assuming separability of subsy…