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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.