The Net Advance of Physics:
MARKOV PROCESSES

MARKOV PROCESSES:

• General: Bagnoli 98/10;
  • Introduction to Monte Carlo Methods by Helmut G. Katzgraber [2009/05]
  • Processus aléatoires et applications by Nils Berglund [2013/12] 123 pp., in French.
  • A Course in Interacting Particle Systems by Jan Meinderts Swart [2016]
  • Lecture Notes on Stochastic Processes by Alexander Gasnikov et al. [2019/07] In Russian.
  • Physicists' Journeys Through the AI World: A Topical Review by Imad Alhousseini et al. [2019/05]
  • An Overview for Markov Decision Processes in Queues and Networks by Quan-Lin Li et al. [2019/07]

• Type: QUANTUM:
  • Quantum Stochastic Processes and the Modelling of Quantum Noise by Hendra I. Nurdin [2019/07]

• Aspects: LARGE DEVIATIONS:
  • Introduction to dynamical large deviations of Markov processes by Hugo Touchette [2017/05]

• Aspects: MARKOV BASIS:
  • What is ... a Markov Basis? by Sonja Petrović [2019/07]

• Re: ELECTRICAL NETWORK THEORY:
  • Condenser physics applied to Markov chains - A brief introduction to potential theory by Alexandre Gaudillière [2009/01]

• Re: MONTE CARLO:
  • The Monte Carlo method in quantum field theory by Colin Morningstar [2006/06]
  • Markov-Chain Monte Carlo Methods for Simulations of Biomolecules by Bernd A. Berg [Springer Lecture Notes in Physics 736, 319 (2008)]
  • Introduction to Monte Carlo Methods by Helmut G. Katzgraber [2009/05]
  • The Metropolis-Hastings algorithm by Christian P. Robert [2015/04]
  • Geometry and Dynamics for Markov Chain Monte Carlo by Alessandro Barp et al. [2017/05]
  • Markov Chain Monte Carlo for Dummies by Masanori Hanada [2018/08]
  • Lecture Notes on Stochastic Processes by Alexander Gasnikov et al. [2019/07] In Russian.
  • A Conceptual Introduction to Markov Chain Monte Carlo Methods by Joshua S. Speagle [2019/09] Bayesian perspective.
  • Markov Chain Monte Carlo Methods in Quantum Field Theories by A. Joseph [2019/12] 122 pp.

• Re: POTENTIAL THEORY:
  • Condenser physics applied to Markov chains - A brief introduction to potential theory by Alexandre Gaudillière [2009/01]

• Re: QUANTUM FIELD THEORY:
  • Markov Chain Monte Carlo Methods in Quantum Field Theories by A. Joseph [2019/12] 122 pp.

THE NET ADVANCE OF PHYSICS