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 the ...

Introduces the theory and applications of dynamical systems through solutions to differential equations.Covers existence and uniqueness theory, local stability properties, qualitative analysis, global ...

This is a preview. Log in through your library . Abstract F. Gesmundo and F. Viani have modeled the growth rates of two-oxide scales by the system: $\frac{dq_1}{dt} = m\frac{K_1}{2q_1} - \frac{m - ...

Develops and analyzes approximate methods of solving the Bayesian inverse problem for high-dimensional dynamical systems. After briefly reviewing mathematical foundations in probability and statistics ...