
Home | Nonlinear Dynamics - Springer
The journal covers nonlinear dynamics in mechanical, structural, civil, aeronautical, ocean, electrical, control, and hybrid systems. Review articles, feature articles and original …
Nonlinear Dynamics: A Concise Introduction Interlaced with Code ...
This concise and up-to-date textbook provides an accessible introduction to the core concepts of nonlinear dynamics as well as its existing and potential applications.
Nonlinear principal component analysis for two-dimensional …
Apr 29, 2025 · In this paper, inspired by the nonlinear principal component analysis (NLPCA) model proposed by Scholz et al. (2005), we introduce a neural network model, termed …
Introduction to Nonlinear Systems Modelling and Control
May 20, 2020 · Nonlinearities arise in physical systems in many ways. The differential equations describing the behaviour of systems, such as mechanical, electrical, thermal, fluidic or …
Learning global linear representations of nonlinear dynamics
Jan 4, 2025 · After this explicit construction for specific nonlinear systems, we construct a data-driven linear representation for the two popular benchmark systems: i) the nonlinear pendulum …
Nichtlineare Systeme und Regelungen | SpringerLink
Dieses Lehrbuch gibt eine anschauliche Einführung in die Theorie und Anwendung nichtlinearer Systeme und Regelungen. Der Autor stellt die in Forschung und industrieller Anwendung …
The dynamics of uncertainty: a systematic review of non-linear ...
Apr 23, 2025 · Non-linear dynamical systems (NDS) offer a transformative lens for understanding decision-making under uncertainty by capturing dynamic, feedback-driven processes that …
Nonlinear Regression Modelling: A Primer with Applications
Mar 15, 2024 · The article is structured as follows. To provide important context, Sect. 2 introduces simple motivating nonlinear model examples which highlight both nonlinear …
Nonlinear Control Systems | SpringerLink
Jan 1, 2024 · Nonlinear plants arise naturally in numerous engineering and natural systems, including mechanical and biological systems, aerospace and automotive control, industrial …
Home | Journal of Nonlinear Science - Springer
The mission of the Journal of Nonlinear Science is to publish papers that augment the fundamental ways we describe, model, and predict nonlinear phenomena. It features papers …