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