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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Tomé, Tânia (Autor), de Oliveira, Mário J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Graduate Texts in Physics,
Temas:
Mathematical physics.
Chemometrics.
Nonlinear Optics.
Thermodynamics.
Statistics .
Mathematical Methods in Physics.
Mathematical Applications in Chemistry.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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