Lectures on Diagrammatic Monte Carlo: Discovering new phases of matter with unsupervised and interpretable support vector machines (Lode Pollet)

Date & Time

All lectures in this series will be held 10-11:15am US EDT and are open to all interested scientists. For further information please contact Dr. Igor Tupitsyn, University of Massachusetts at Amherst (itupitsyn[at]umass[dot]edu).
Schedule of Lectures (dates of some of the later lectures may be adjusted):

  • April 20, 2021: Introduction to Diagrammatic Monte Carlo and CDet (Fedor Simkovic);
  • May 4, 2021: Extension of CDet: RDet, RPADet, etc. (Riccardo Rossi);
  • May 18, 2021: Diagrammatic Monte Carlo solutions to some longstanding problems (Aaram Kim);
  • June 1, 2021: Superfluid phase of the attractive Hubbard model (Felix Werner);
  • June 15, 2021: Beyond Hubbard model: charge order and non-local correlations in extended Hubbard model (Hanna Terletska);
  • June 29, 2021: Determinant Diagrammatic Monte Carlo for Multi-orbital systems (Jia Li);
  • July 13, 2021: Quantum embedding methods for models and real materials (Sergei Iskakov);
  • July 27, 2021: Uniform electron gas (Kun Chen);
  • August 10, 2021: Real-frequency finite-temperature response functions (James LeBlanc);
  • August 24, 2021: Polaron DiagMC and Peierls/Su-Shriffer-Heeger (PSSH) model in 2d (Chao Zhang);
  • September 7, 2021: Shifted action tool and Cooper instability in the jellium model (Tao Wang and Xiansheng Cai);
  • September 21, 2021: High order Legendre spectral Dyson solver (Xinyang Dong);
  • October 5, 2021: Dynamical properties of the spin-boson model using real-time Quantum Monte Carlo (Olga Goulko);
  • October 19, 2021: Analytic continuation. New philosophy: answers to well-posed questions for ill-posed problem (Andrej Mishchenko);
  • November 2, 2021: Discovering new phases of matter with unsupervised and interpretable support vector machines (Lode Pollet);
  • November 16, 2021: Fluctuation diagnostics on the scattering origins of the strange
    metal states (Wei Wu);
  • November 30, 2021: (Corentin Bertrand)
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