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Tackling the Inverse Problem for Non-Autonomous Systems: Application to the Life Sciences
Tomislav Stankovski
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Description for Tackling the Inverse Problem for Non-Autonomous Systems: Application to the Life Sciences
paperback. This book presents a new inference technique for time-evolving coupled systems in the presence of noise. It describes a way of using Bayesian inference to exploit the presence of random fluctuations, thus analyzing these processes in unprecedented detail. Series: Springer Theses. Num Pages: 150 pages, biography. BIC Classification: PBT; PHS; PHU; PS; RN. Category: (G) General (US: Trade). Dimension: 235 x 155 x 8. Weight in Grams: 244.
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, adjusting their internal clocks, and may correspondingly move between synchronized and non-synchronized states. The thesis describes a way of using Bayesian inference to exploit the presence of random fluctuations, thus analyzing these processes in unprecedented detail. It first develops the basic theory of interacting oscillators whose frequencies are non-constant, and then applies it to the human heart and ... Read more
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, adjusting their internal clocks, and may correspondingly move between synchronized and non-synchronized states. The thesis describes a way of using Bayesian inference to exploit the presence of random fluctuations, thus analyzing these processes in unprecedented detail. It first develops the basic theory of interacting oscillators whose frequencies are non-constant, and then applies it to the human heart and ... Read more
Product Details
Format
Paperback
Publication date
2015
Publisher
Springer Switzerland
Number of pages
150
Condition
New
Series
Springer Theses
Number of Pages
135
Place of Publication
Cham, Switzerland
ISBN
9783319032917
SKU
V9783319032917
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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