Sep 20 – 25, 2026
University of Graz
Europe/Vienna timezone

Efficient Variational Dynamics of Open Quantum Bosonic Systems via Automatic Differentiation

Sep 21, 2026, 4:45 PM
15m
HS 15.05 (University of Graz)

HS 15.05

University of Graz

15 - RESOWI E, ground floor
3) Contributed talk AMP: Atoms, Molecules, Quantum Optics and Plasmas Parallel

Speaker

Dr Francesco Carnazza (Université Paris Cité)

Description

We introduce a scalable variational method for simulating the dynamics of interacting open quantum bosonic systems deep in the quantum regime. The method is based on a multi-dimensional Wigner phase-space representation and employs a Variational Multi-Gaussian (VMG) ansatz, whose accuracy is systematically controlled by the number of Gaussian components. The variational equations of motion are derived from the Dirac-Frenkel principle and evaluated efficiently by combining the analytical structure of Gaussian functions with automatic differentiation. As a key application, we study a driven-dissipative two-dimensional Bose-Hubbard lattice with two-boson coherent driving and two-body losses. Using our dynamical approach, we compute the finite-size scaling of the Liouvillian spectral gap - extracted from the relaxation dynamics - which vanishes in the thermodynamic limit. Our results reveal critical slowing down with dynamical exponents of the 2D quantum Ising universality class, demonstrating the power of our method to capture complex quantum dynamics in large open systems.

Author

Dr Francesco Carnazza (Université Paris Cité)

Co-authors

Dr Cristiano Ciuti (Université Paris Cité) Mr Jacopo Tosca Prof. Luca Giacomelli

Presentation materials

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