Stochastic Dynamics and Irreversibility
This textbook presents an exposition of stochastic dynamics and irreversibility. It comprises the principles of probability theory and the stochastic dynamics in continuous spaces, described by Langevin and Fokker-Planck equations, and in discrete spaces, described by Markov chains and master equati...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2015, 2015
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| Edition: | 1st ed. 2015 |
| Series: | Graduate Texts in Physics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Random Variables
- Sequence of Independent Variables
- Langevin equation
- Fokker-Planck Equation I
- Fokker-Planck Equation II
- Markov Chains
- Master Equation I
- Master Equation II
- Phase Transitions and Criticality
- Reactive Systems
- Glauber Model
- Systems with Inversion Symmetry
- Systems with Absorbing States
- Population Dynamics
- Probabilistic Cellular automata
- Reaction-Diffusion Processes
- Random Sequential Adsoprtion
- Percolation