Recursive regulator: a deep-learning and real-time model adaptation strategy for nonlinear systems

Abstract Adaptive modeling is imperative for analyzing nonlinear systems deployed in natural dynamic environments. It facilitates filtering, prediction, and automatic control of the target object in real time to respond to unpredictable and non-repetitive sudden physical impairment caused by ambient...

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Bibliographic Details
Published in:Communications Engineering
Main Authors: Jinming Sun, Yanqiu Huang, Wanli Yu, Alberto Garcia-Ortiz
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Online Access:https://doi.org/10.1038/s44172-025-00477-4