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

Based on recent results from analytical dynamics, this paper develops a class of tracking controllers for controlling general, nonlinear, structural and mechanical systems. Unlike most control methods ...

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

Andrew Childs, of the University of Maryland, led one of two efforts to allow quantum computers to better model nonlinear dynamics. His team’s algorithm turned these chaotic systems into an array of ...

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 ...

This article presents a non-linear modelling framework to capture the intricate dynamics of social systems. Within this framework it is possible to capture both gradual and abrupt transitions in ...

Nonlinear systems come in all shapes and sizes. Linear dynamics is a useful abstraction, but if you look long enough at any real system you consider linear, you will discover nonlinearities. It ...

These systems are governed by non-linear equations, which often involve higher-degree polynomials or non-polynomial functions. In non-linear physics, non-linear processes can lead to complex ...