Dynamics, Information and Complexity in Quantum Systems

This second edition of Dynamics, Information and Complexity in Quantum Systems widens its scope by focussing more on the dynamics of quantum correlations and information in microscopic and mesoscopic systems, and their use for metrological and machine learning purposes. The book is divided into thre...

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Autore principale: Benatti, Fabio (Autore)
Ente Autore: SpringerLink (Online service)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edizione:2nd ed. 2023.
Serie:Theoretical and Mathematical Physics,
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Accesso online:https://doi.org/10.1007/978-3-031-34248-6
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Sommario:
  • Introduction
  • Classical Dynamics and Ergodic Theory
  • Dynamical Entropy and Information
  • Algorithmic Complexity
  • Machine Learning
  • Quantum Mechanics of Finite Degrees of Freedom
  • Quantum Information Theory
  • Quantum Mechanics of Infinite Degrees of Freedom
  • Quantum Dynamical Entropies
  • Quantum Algorithmic Complexities
  • Quantum Machine Learning.