Advances in Disordered Systems, Random Processes and Some Applications
eBook - PDF

Advances in Disordered Systems, Random Processes and Some Applications

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Advances in Disordered Systems, Random Processes and Some Applications

About this book

This book offers a unified perspective on the study of complex systems for scholars of various disciplines, including mathematics, physics, computer science, biology, economics and social science. The contributions, written by leading scientists, cover a broad set of topics, including new approaches to data science, the connection between scaling limits and conformal field theories, and new ideas on the Legendre duality approach in statistical mechanics of disordered systems. The volume moreover explores results on extreme values of correlated random variables and their connection with the Riemann zeta functions, the relation between diffusion phenomena and complex systems, and the Brownian web, which appears as the universal scaling limit of several probabilistic models. Written for researchers from a broad range of scientific fields, this text examines a selection of recent developments in complex systems from a rigorous perspective.

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Yes, you can access Advances in Disordered Systems, Random Processes and Some Applications by Pierluigi Contucci,Cristian Giardinà in PDF and/or ePUB format, as well as other popular books in Scienze fisiche & Fisica computazionale e matematica. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-title
  3. Title page
  4. Copyright information
  5. Table of contents
  6. List of Contributors
  7. Preface
  8. 1 Topological Field Theory of Data: Mining Data Beyond Complex Networks
  9. 2 A Random Walk in Diffusion Phenomena and Statistical Mechanics
  10. 3 Legendre Structures in Statistical Mechanics for Ordered and Disordered Systems
  11. 4 Extrema of Log-correlated Random Variables: Principles and Examples
  12. 5 Scaling Limits, Brownian Loops, Conformal Fields
  13. 6 The Brownian Web, the Brownian Net, and their Universality
  14. Index