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Quantum Quasi-Monte Carlo Technique for Many-Body Perturbative Expansions

ORAL

Abstract

High order perturbation theory has seen an unexpected recent revival for controlled calculations of quantum many-body systems, even at strong coupling. We adapt integration methods using low-discrepancy sequences to this problem. They greatly outperform state-of-the-art diagrammatic Monte Carlo simulations. In practical applications, we show speed-ups of several orders of magnitude with scaling as fast as 1/N in sample number N; parametrically faster than 1/N1/2 in Monte Carlo simulations. We illustrate our technique with a solution of the Kondo ridge in quantum dots, where it allows large parameter sweeps.
Finally, I will also present a recent extension of the technique to compute whole time-dependent Green functions via a kernel approach.

Presenters

  • Corentin Bertrand

    Simons Foundation, Center for Computational Quantum Physics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA

Authors

  • Marjan Maček

    Université Grenoble Alpes, CEA, IRIG-PHELIQS, 38000 Grenoble, France

  • Philipp Dumitrescu

    Center for Computational Quantum Physics, Flatiron Institute, Simons Foundation, Center for Computational Quantum Physics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA

  • Corentin Bertrand

    Simons Foundation, Center for Computational Quantum Physics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA

  • Bill Triggs

    Laboratoire Jean Kuntzmann, Laboratoire Jean Kuntzmann, Université Grenoble Alpes, CNRS, 38401 Grenoble, France

  • Olivier Parcollet

    Center for Computational Quantum Physics, Flatiron Institute, Center of Computational Quantum Physics, Flatiron Institute, New York City, USA, Center for Computational Quantum Physics, Flatiron institute, Simons Foundation, Center for Computational Quantum Physics, Flatiron Institute, 162 5th Avenue, New York, NY 10010, USA

  • Xavier Waintal

    Univ. Grenoble Alpes, CEA, IRIG-PHELIQS, 38000 Grenoble, France, Université Grenoble Alpes, CEA Grenoble, Université Grenoble Alpes, CEA, IRIG-PHELIQS, 38000 Grenoble, France