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From complex to simple : interdisciplinary stochastic models /

This book presents simple interdisciplinary stochastic models meant as a gentle introduction to the field of non-equilibrium statistical physics. It focuses on the analysis of two-state models with cooperative effects and explores a variety of mathematical techniques to solve the master equations th...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Mazilu, Dan A. (Autor), Mazilu, Irina (Autor), Williams, H. Thomas (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Rafael [California] (40 Oak Drive, San Rafael, CA, 94903, USA) : Morgan & Claypool Publishers, [2018]
Colección:IOP (Series). Release 5.
IOP concise physics.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. From complex to simple : lattice models, agents, rules
  • 2. Stochastic cellular highways, random walks and the master equation
  • 3. Nanoparticle self-assembly on Cayley trees : a simple model of drug encapsulation in nanomedicine
  • 4. Nanoscience : a simple model for ionic self-assembly of nanoparticles
  • 5. Cooperative sequential adsorption models and the Ising model
  • 6. Two-dimensional growth models
  • 7. A quantum-mechanical approach to a stochastic epidemic-type model
  • 8. Exact solutions for general two-state stochastic models using matrix theory
  • 9. Multi-temperature kinetic Ising models and special matrices
  • 10. Conclusions.