Semigroup influence matrices as quantum impurity solvers
ORAL
Abstract
We introduce a framework for describing the real-time dynamics of quantum
impurity models out of equilibrium which is based on the influence matrix
approach. By replacing the dynamical map of a large fermionic quantum
environment with an effective semi-group influence matrix (SGIM) which acts on
a reduced auxiliary space, we overcome the limitations of previous proposals,
achieving high accuracy at long evolution times. This SGIM corresponds to a
uniform matrix-product state representation of the influence matrix and can be
obtained by an efficient algorithm presented in this paper. We benchmark this
approach by computing the spectral function of the single impurity Anderson
model with high resolution. Further, the spectrum of the effective dynamical
map allows us to obtain relaxation rates of the impurity towards equilibrium
following a quantum quench. To demonstrate the applicability to dissipative
models, for a quantum impurity model with on-site two-fermion loss, we compute
the spectral function and confirm the emergence of Kondo physics at large loss
rates. Finally I will show how this real-time impurity solver can be applied to
study homogenously interacting models using dynamical mean field theory (DMFT)
impurity models out of equilibrium which is based on the influence matrix
approach. By replacing the dynamical map of a large fermionic quantum
environment with an effective semi-group influence matrix (SGIM) which acts on
a reduced auxiliary space, we overcome the limitations of previous proposals,
achieving high accuracy at long evolution times. This SGIM corresponds to a
uniform matrix-product state representation of the influence matrix and can be
obtained by an efficient algorithm presented in this paper. We benchmark this
approach by computing the spectral function of the single impurity Anderson
model with high resolution. Further, the spectrum of the effective dynamical
map allows us to obtain relaxation rates of the impurity towards equilibrium
following a quantum quench. To demonstrate the applicability to dissipative
models, for a quantum impurity model with on-site two-fermion loss, we compute
the spectral function and confirm the emergence of Kondo physics at large loss
rates. Finally I will show how this real-time impurity solver can be applied to
study homogenously interacting models using dynamical mean field theory (DMFT)
*Michael Sonner is currently supported by the Swiss National Science Foundation (SNSF) via the Postdoc.Mobility programm (Grant P500PT_225372)
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Publication: [1] Sonner, M., Link, V., & Abanin, D. A. (2025). Semigroup influence matrices for nonequilibrium quantum impurity models. Physical Review Letters, 135(17). doi:10.1103/5gfn-l7w7
[2] Nayak, M., Thoenniss, J., Sonner, M., Abanin, D. A., & Werner, P. (2025). Steady-state dynamical mean field theory based on influence functional matrix product states. Physical Review B, 112(3), 035103.
Presenters
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Michael Sonner
- University of California Berkeley