Quantum Many-Body Systems 3: Tensor Networks and Machine Learning for the Many-Body Problem

Presentations

• Combining integrability and MPS methods to study the two-dimensional Heisenberg model

  ORAL

  March 14, 2017, 8:00 AM – March 14, 2017, 8:12 AM

  Authors

  • Robert Konik

    • Brookhaven Natl Lab
    • Brookhaven National Laboratory

  • Andrew James

    • London Centre for Nanotechnology

  • J.-S. Caux

    • Universiteit van Amsterdam

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• Fermionic iPEPS with non-Abelian symmetries

  ORAL

  March 14, 2017, 8:12 AM – March 14, 2017, 8:24 AM

  Authors

  • Benedikt Bruognolo

    • Ludwig Maximilians University, Munich, Germany

  • Jan von Delft

    • Ludwig Maximilians University, Munich, Germany

  • Andreas Weichselbaum

    • Ludwig Maximilians University, Munich, Germany

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• Continuous matrix product representations for mixed states

  ORAL

  March 14, 2017, 8:24 AM – March 14, 2017, 8:36 AM

  Authors

  • Julian Rincon

    • Perimeter Institute for Theoretical Physics

  • Martin Ganahl

    • Perimeter Institute for Theoretical Physics

  • Guifre Vidal

    • Perimeter Institute for Theoretical Physics

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• Loop optimization for tensor network renormalization

  ORAL

  March 14, 2017, 8:36 AM – March 14, 2017, 8:48 AM

  Authors

  • Shuo Yang

    • Perimeter Institute for Theoretical Physics

  • Zheng-Cheng Gu

    • Chinese University of Hong Kong
    • The Chinese University of Hong Kong

  • Xiao-Gang Wen

    • Massachusetts Institute of Technology
    • Massachusetts Inst of Tech-MIT

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• Tensor Network Monte Carlo for Quantum Lattice Models

  ORAL

  March 14, 2017, 8:48 AM – March 14, 2017, 9:00 AM

  Authors

  • William Huggins

    • University of California, Berkeley

  • Edwin Stoudenmire

    • University of Califorina, Irvine

  • Norman Tubman

    • University of California, Berkeley

  • Daniel Freeman

    • University of California, Berkeley

  • Birgitta Whaley

    • University of California, Berkeley

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• Series-Expansion Thermal Tensor Network Approach for Quantum Lattice Models

  ORAL

  March 14, 2017, 9:00 AM – March 14, 2017, 9:12 AM

  Authors

  • Wei Li

    • BeiHang University

  • Bin-Bin Chen

    • BeiHang University

  • yun-jing liu

    • BeiHang University

  • ziyu chen

    • BeiHang University

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• Effective theory and emergent $SU(2)$ symmetry in the flat bands of attractive Hubbard models

  ORAL

  March 14, 2017, 9:12 AM – March 14, 2017, 9:24 AM

  Authors

  • Murad Tovmasyan

    • Institute for Theoretical Physics, ETH Zurich, 8093 Z\"urich, Switzerland

  • Sebastiano Peotta

    • COMP Centre of Excellence and Department of Applied Physics, Aalto University School of Science
    • COMP Centre of Excellence, Department of Applied Physics, Aalto University School of Science, FI-00076 Aalto, Finland

  • P\"aivi T\"orm\"a

    • COMP Centre of Excellence, Department of Applied Physics, Aalto University School of Science, FI-00076 Aalto, Finland

  • Sebastian Huber

    • Swiss Federal Institute of Technology (ETH)
    • Institute for Theoretical Physics, ETH Zurich, 8093 Z\"urich, Switzerland
    • Department of physics, ETH Zurich

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• Time evolution of two holes in $t-J$ chains with anisotropic couplings

  ORAL

  March 14, 2017, 9:24 AM – March 14, 2017, 9:36 AM

  Authors

  • Salvatore R. Manmana

    • Institute for Theoretical Physics, University of Goettingen, Germany

  • Holger Thyen

    • Institute for Theoretical Physics, University of Goettingen, Germany

  • Thomas K\"ohler

    • Institute for Theoretical Physics, University of Goettingen, Germany

  • Stephan C. Kramer

    • Fraunhofer ITWM Kaiserslautern, Germany

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• Luttinger Liquids coupled to Quantum Impurities; Exact Solutions via Bethe Ansatz

  ORAL

  March 14, 2017, 9:36 AM – March 14, 2017, 9:48 AM

  Authors

  • Colin Rylands

    • Rutgers Univ

  • Natan Andrei

    • Rutgers University
    • Rutgers Univ
    • Physics & Astronomy Department, Rutgers University

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• Single-particle plus local reduced density matrix functional theory for Fermionic lattice models

  ORAL

  March 14, 2017, 9:48 AM – March 14, 2017, 10:00 AM

  Authors

  • Zhengqian Cheng

    • Columbia Univ

  • Chris Marianetti

    • Columbia Univ

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• Markovian marginals

  ORAL

  March 14, 2017, 10:00 AM – March 14, 2017, 10:12 AM

  Authors

  • Isaac Kim

    • IBM
    • IBM T.J. Watson Research Center

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• Machine Learning for the Many-Body Problem

  ORAL

  March 14, 2017, 10:12 AM – March 14, 2017, 10:24 AM

  Authors

  • Roger Melko

    • University of Waterloo / Perimeter Institute for Theoretical Physics
    • University of Waterloo
    • University of Waterloo and Perimeter Institute for Theoretical Physics
    • University of Waterloo / Perimeter Institute
    • Perimeter Institute for Theoretical Physics

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• Exact Machine Learning Topological States

  ORAL

  March 14, 2017, 10:24 AM – March 14, 2017, 10:36 AM

  Authors

  • Dong-Ling Deng

    • Condensed Matter Theory Center and Joint Quantum Institute, Department of Physics, University of Maryland, College Park, MD 20742-4111, USA

  • Xiaopeng Li

    • Condensed Matter Theory Center and Joint Quantum Institute, Department of Physics, University of Maryland, College Park, MD 20742-4111, USA

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• Numerical implementation of ``rigorous renormalization group'' for ground states and low-energy excited states of 1d Hamiltonians

  ORAL

  March 14, 2017, 10:36 AM – March 14, 2017, 10:48 AM

  Authors

  • Brenden Roberts

    • California Institute of Technology

  • Thomas Vidick

    • California Institute of Technology

  • Olexei Motrunich

    • Caltech
    • California Institute of Technology

  View abstract →