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  1. 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 …

  2. 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.

  3. 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 …

  4. 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 …

  5. 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 …

  6. 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 …

  7. 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 …

  8. 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 …

  9. 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 …

  10. 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 …