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dc.identifier.urihttp://hdl.handle.net/11401/76666
dc.description.sponsorshipThis work is sponsored by the Stony Brook University Graduate School in compliance with the requirements for completion of degree.en_US
dc.formatMonograph
dc.format.mediumElectronic Resourceen_US
dc.language.isoen_US
dc.publisherThe Graduate School, Stony Brook University: Stony Brook, NY.
dc.typeDissertation
dcterms.abstractThe classical simulation of many-body quantum systems is an essential tool in understanding many fundamental aspects of condensed matter physics. But a major obstacle arises from the number of degrees of freedom involved in describing such systems, which is exponential in the system size. Recently, however, a class of numerical techniques based on structures called "tensor networks" has emerged, which allows many "typical" quantum states (such as the ground states of gapped, local Hamiltonians) to be represented much more efficiently. In this work we extend and apply these techniques to consider several central topics in quantum many-body physics. After reviewing the relevant background material from the field of tensor networks and tensor network states, we demonstrate a method for computing high order moments and cumulants of operators with respect to such states, including the so-called "Binder cumulant," a powerful tool for detecting phase transitions. Next, we employ tensor network algorithms to characterize the ground state phase diagram of a quantum spin model, including both symmetry-breaking phases and symmetry protected topological order, and find a signicant variety of phases and phase transitions. Finally, we consider the entanglement properties of quantum states exhibiting many-body localization, using a combination of exact diagonalization and tensor network techniques.
dcterms.available2017-09-20T16:50:55Z
dcterms.contributorWei, Tzu-Chiehen_US
dcterms.contributorFidkowski, Lukaszen_US
dcterms.contributorSchneble, Dominiken_US
dcterms.contributorGaneshan, Sriram.en_US
dcterms.creatorWest, Colin Gareth
dcterms.dateAccepted2017-09-20T16:50:55Z
dcterms.dateSubmitted2017-09-20T16:50:55Z
dcterms.descriptionDepartment of Physicsen_US
dcterms.extent231 pg.en_US
dcterms.formatApplication/PDFen_US
dcterms.formatMonograph
dcterms.identifierhttp://hdl.handle.net/11401/76666
dcterms.issued2016-12-01
dcterms.languageen_US
dcterms.provenanceMade available in DSpace on 2017-09-20T16:50:55Z (GMT). No. of bitstreams: 1 West_grad.sunysb_0771E_12809.pdf: 6417350 bytes, checksum: 8b47716f0dff0610df929f4847278579 (MD5) Previous issue date: 1en
dcterms.publisherThe Graduate School, Stony Brook University: Stony Brook, NY.
dcterms.subjectBinder Cumulant, Many Body Localization, Matrix Product State, Phase Transition, Symmetry-Protected Topological, Tensor Network
dcterms.subjectQuantum physics -- Condensed matter physics -- Theoretical physics
dcterms.titleApplications of Tensor Network Algorithms in Quantum Many-Body Physics
dcterms.typeDissertation


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