Enhanced retrospective forecasting in dissipative dynamical systems using transformer and multi-scale ESRGAN models

Accurate characterization of complex dynamical systems is crucial for understanding their intrinsic behavior, and retrospective prediction provides a promising solution. However, traditional methods often fail to effectively predict dissipative terms, which are key in dissipative dynamical systems....

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Prif Awduron:	Meng Zhang, Mustafa Z. Yousif, Linqi Yu, Hee-Chang Lim
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Elsevier 2024-12-01
Cyfres:	Results in Engineering
Pynciau:	Retrospective prediction Deep learning Transformer Generative adversarial network Dissipative dynamical systems
Mynediad Ar-lein:	http://www.sciencedirect.com/science/article/pii/S2590123024018401
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!