Markov chain Monte Carlo methods in quantum field theories : a modern primer /: a modern primer. ([2020])

• Record Type: Book
• Further Information: Note: Anosh Joseph.
• Authors: Joseph, Anosh
• Contents: Monte Carlo Method for Integration -- Monte Carlo with Importance Sampling -- Markov Chains -- Markov Chain Monte Carlo -- MCMC and Feynman Path Integrals -- Reliability of Simulations -- Hybrid (Hamiltonian) Monte Carlo -- MCMC and Quantum Field Theories on a Lattice -- Machine Learning and Quantum Field Theories -- C++ Programs.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource (134 pages)
• Subjects: 518/.282; Monte Carlo method; Quantum field theory -- Mathematics; Monte Carlo method; Quantum field theory; Electronic books
• Languages: English
• ISBNs: 9783030460440; 3030460444
• Related ISBNs: 9783030460433; 3030460436
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from digital title page (viewed on May 21, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.