2 papers
cs.LG2025
Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems
Elias Al Ghazal, Jad Mounayer, Beatriz Moya +3
Modeling and predicting the dynamics of complex multiscale systems remains a significant challenge due to their inherent nonlinearities and sensitivity to initial conditions, as we…
math.AT2020
Hyperharmonic analysis for the study of high-order information-theoretic signals
Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez +1
Network representations often cannot fully account for the structural richness of complex systems spanning multiple levels of organisation. Recently proposed high-order information…