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...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Language: | English |
| Published: |
Singapore :
Springer Singapore : Imprint: Springer,
2016.
|
| Edition: | 1st ed. 2016. |
| Series: | Springer Theses, Recognizing Outstanding Ph.D. Research,
|
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-981-10-1664-6 |
Table of Contents:
- 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.