A pruning reservoir computing technique can mitigate noise and reconstruct nonlinear dynamics for potential engineering and ...

Economic growth, another key factor, also contributes to rising emissions but demonstrates nonlinear patterns. The study ...

Methods from nonlinear dynamics (NLD) have shown new insights into heart rate (HR) variability changes under various physiological and pathological conditions, providing additional prognostic ...

The course casts both modern nonlinear methods and more traditional linear methods in a geometric approach. It introduces the properties of nonlinear mathematical models, covers chaos and the dynamics ...

Keywords: IDARC2D Version 7.0. Inelastic damage analyses. Analytical models. Frame structures. Hysteretic models. Structural element models. Hysteretic models. Nonlinear dynamic analyses. Experimental ...

Nonlinear dynamics Engineering nonlinearity In the relentless drive to build more cost-efficient, less resource-intensive structures, their operating envelopes are expanding resulting in larger ...

CEES DIKS, MARCIN WOLSKI, NONLINEAR GRANGER CAUSALITY, Journal of Applied Econometrics, Vol. 31, No. 7 (November/December 2016), pp. 1333-1351 ...

It introduces the properties of nonlinear mathematical models, covers chaos and the dynamics of uncertainty, and demonstrates the fundamental limitations in applied analysis which arise from model ...