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...
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| Main Authors: | , |
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| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Series: | Graduate Texts in Physics,
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| Subjects: | |
| Online Access: | Click here to view the full text content |
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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.