Information Thermodynamics on Causal Networks and its Application to Biochemical Signal Transduction
In this book the author presents a general formalism of nonequilibrium thermodynamics with complex information flows induced by interactions among multiple fluctuating systems. The author has generalized stochastic thermodynamics with information by using a graphical theory. Characterizing nonequili...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2016.
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Σειρά: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction to Information Thermodynamics on Causal Networks
- Review of Classical Information Theory
- Stochastic Thermodynamics for Small System
- Information Thermodynamics under Feedback Control
- Bayesian Networks and Causal Networks
- Information Thermodynamics on Causal Networks
- Application to Biochemical Signal Transduction
- Information Thermodynamics as Stochastic Thermodynamics for Small Subsystem
- Further Applications of Information Thermodynamics on Causal Networks
- Conclusions.