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Machine Learning for Quantum Matter II

FOCUS · B21 · ID: 381556

Presentations

  • Neural network wave functions and the sign problem

    ORAL

    –

    Presenters

    • Attila Szabo

      TCM, University of Cambridge, University of Cambridge

    Authors

    • Attila Szabo

      TCM, University of Cambridge, University of Cambridge

    • Claudio Castelnovo

      Univ of Cambridge, TCM, University of Cambridge, University of Cambridge, T.C.M. Group, Cavendish Laboratory, JJ Thomson Avenue, Cambridge CB3 0HE, United Kingdom

    View abstract →

  • Neural Networks for Analytic Continuation of Response Functions

    ORAL

    –

    Presenters

    • Simon Verret

      Universite de Sherbrooke, Physics and Institut quantique, Université de Sherbrooke, Université de Sherbrooke

    Authors

    • Simon Verret

      Universite de Sherbrooke, Physics and Institut quantique, Université de Sherbrooke, Université de Sherbrooke

    • Reza Nourafkan

      Physics and Institut quantique, Université de Sherbrooke

    • Quinton Weyrich

      Physics and Institut quantique, Université de Sherbrooke

    • Samuel Desrosiers

      Physics and Institut quantique, Université de Sherbrooke

    • A.-M. S. Tremblay

      Physics and Institut quantique, Université de Sherbrooke, Physics, Institut quantique, Université de Sherbrooke

    View abstract →

  • Spiking Neuromorphic Chip Encodes Quantum Entanglement Correlations

    ORAL

    –

    Presenters

    • Stefanie Czischek

      University of Waterloo, Department of Physics and Astronomy, University of Waterloo

    Authors

    • Stefanie Czischek

      University of Waterloo, Department of Physics and Astronomy, University of Waterloo

    • Andreas Baumbach

      Universität Heidelberg, Kirchhoff Institute for Physics, Heidelberg University

    • Sebastian Billaudelle

      Kirchhoff Institute for Physics, Heidelberg University

    • Benjamin Cramer

      Kirchhoff Institute for Physics, Heidelberg University

    • Lukas Kades

      Institute for Theoretical Physics, Heidelberg University

    • Jan M. Pawlowski

      Institute for Theoretical Physics, Heidelberg University

    • Johannes Schemmel

      Kirchhoff Institute for Physics, Heidelberg University

    • Markus Oberthaler

      Kirchhoff Institute for Physics, Heidelberg University

    • Mihai Petrovici

      Department of Physiology, University of Bern

    • Thomas Gasenzer

      Universität Heidelberg, Kirchhoff Institute for Physics, Heidelberg University

    • Martin Gaerttner

      University Heidelberg, Kirchhoff Institute for Physics, Heidelberg University, Universität Heidelberg

    View abstract →

  • Reinforcement Learning for Many-Body Ground State Preparation based on Counter-Diabatic Driving

    Invited

    –

    Presenters

    • Marin Bukov

      University of Sofia, University of California, Berkeley, Faculty of Physics, Sofia University

    Authors

    • Jiahao Yao

      University of California, Berkeley, Dept. of Mathematics, UC Berkeley

    • Lin Lin

      University of California, Berkeley, Dept. of Mathematics, UC Berkeley

    • Marin Bukov

      University of Sofia, University of California, Berkeley, Faculty of Physics, Sofia University

    View abstract →

  • Continuous monitoring and feedback control of qubit dynamics using differentiable programming

    ORAL

    –

    Presenters

    • Frank Schäfer

      Department of Physics, University of Basel, University of Basel

    Authors

    • Frank Schäfer

      Department of Physics, University of Basel, University of Basel

    • Pavel Sekatski

      University of Basel

    • Martin Koppenhoefer

      Pritzker School of Molecular Engineering, University of Chicago, University of Chicago, University of Basel

    • Niels Loerch

      University of Basel

    • Christoph Bruder

      Department of Physics, University of Basel, University of Basel

    • Michal Kloc

      University of Basel

    View abstract →

  • Machine Learned Predictions of Complex Quantities from Differentiable Networks

    ORAL

    –

    Presenters

    • Olivier Malenfant-Thuot

      Universite de Montreal

    Authors

    • Olivier Malenfant-Thuot

      Universite de Montreal

    • Kevin Ryczko

      Physics, University of Ottawa

    • Isaac Tamblyn

      National Research Council of Canada, National Research Council

    • Michel Cote

      Universite de Montreal, Université de Montréal, Département de physique, Université de Montréal and RQMP, Montréal, Québec, Canada, Physics and RQMP, Université de Montréal

    View abstract →

  • Improving training schemes for encoding quantum states on neuromorphic hardware

    ORAL

    –

    Presenters

    • Robert Klassert

      Universität Heidelberg

    Authors

    • Robert Klassert

      Universität Heidelberg

    • Stefanie Czischek

      University of Waterloo, Department of Physics and Astronomy, University of Waterloo

    • Andreas Baumbach

      Universität Heidelberg, Kirchhoff Institute for Physics, Heidelberg University

    • Martin Gärttner

      Universität Heidelberg

    • Thomas Gasenzer

      Universität Heidelberg, Kirchhoff Institute for Physics, Heidelberg University

    View abstract →