Tensor Network Contractions : Methods and Applications to Quantum Many-Body Systems /: Methods and Applications to Quantum Many-Body Systems. (2020)

• Record Type: Book
• Further Information: Note: Shi-Ju Ran, Emanuele Tirrito, Cheng Peng, Xi Chen, Luca Tagliacozzo, Gang Su, Maciej Lewenstein.
• Authors: Ran, Shi-Ju; Tirrito, Emanuele; Peng, Cheng; Chen, Xi; Tagliacozzo, Luca; Su, Gang; Lewenstein, Maciej
• Contents: Introduction.- Tensor Network: Basic Definitions and Properties.- Two-Dimensional Tensor Networks and Contraction Algorithms.- Tensor Network Approaches for Higher-Dimensional Quantum Lattice Models.- Tensor Network Contraction and Multi-Linear Algebra.- Quantum Entanglement Simulation Inspired by Tensor Network.- Summary.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (150 pages)
• Subjects: Physics; Quantum physics; Quantum optics; Statistical physics; Machine learning; Elementary particles (Physics); Quantum field theory; Science -- Quantum Theory; Science -- Optics; Science -- Mathematical Physics; Computers -- Intelligence (AI) & Semantics; Science -- Nuclear Physics; Quantum physics (quantum mechanics & quantum field theory); Optical physics; Statistical physics; Machine learning; Mathematical physics
• Languages: English
• ISBNs: 9783030344894
• Related ISBNs: 9783030344887
• 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.