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

We often encounter nonlinear dynamical systems that behave unpredictably, such as the earth's climate and the stock market. To analyze them, measurements taken over time are used to reconstruct ...

Apply feedback control laws to stabilize systems and achieve performance goals. Control systems are ubiquitous among many science and engineering disciplines. Learn topics in modeling, analysis, ...

MECH.5300 — Graduate Id: 038577 Offering: 1 Credits: 3-3 Description This course covers concepts related to autonomous robotic systems, emphasizing the synthesis and design of control algorithms for ...

SIAM Journal on Numerical Analysis, Vol. 27, No. 3 (Jun., 1990), pp. 704-735 (32 pages) Ordinary differential equations can be recast into a nonlinear canonical form called an S-system. Evidence for ...

Methods for analyzing nonlinear problems in science and engineering. Constructive approach to bifurcation theory and stability theory, dynamical response of nonlinear systems, nonlinear oscillations ...

This study explores a method for discovering governing equations from data using sparse identification of nonlinear dynamical systems.

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