Tackling the Inverse Problem for Non-Autonomous Systems Application to the Life Sciences /

• Main Author: Stankovski, Tomislav (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Physics.; Bioinformatics.; Computational biology.; Probabilities.; Statistical physics.; Dynamical systems.; Environmental sciences.; Statistical Physics, Dynamical Systems and Complexity.; Probability Theory and Stochastic Processes.; Theoretical, Mathematical and Computational Physics.; Math. Appl. in Environmental Science.; Computer Appl. in Life Sciences.

This thesis presents a new method for following evolving interactions between coupled oscillatory systems of the kind that abound in nature. Examples range from the subcellular level, to ecosystems, through climate dynamics, to the movements of planets and stars.  Such systems mutually interact, adj...

Table of Contents:

• Theoretical background: non-autonomous systems and synchronization
• Inference of time-evolving coupled dynamical systems in the presence of noise
• Application to life sciences
• Analogue simulation and synchronization analysis of non-autonomous oscillators.