Real-time evolution of Anderson impurity models via tensor network influence functionals
Abstract
In this work, we present and analyze two tensor network-based influence functional approaches for simulating the real-time dynamics of quantum impurity models such as the Anderson model. Via comparison with recent numerically exact simulations, we show that such methods accurately capture the long-time nonequilibrium quench dynamics. The two parameters that must be controlled in these tensor network influence functional approaches are a time discretization (Trotter) error and a bond dimension (tensor network truncation) error. We show that the actual numerical uncertainties are controlled by an intricate interplay of these two approximations, which we demonstrate in different regimes. Our work opens the door to using these tensor network influence functional methods as general impurity solvers.
Additional Information
© 2023 American Physical Society. N.N. thanks Eran Rabani for assistance with calculations, which were performed using the ITensors library [65]. We thank Lucas Kohn and Giuseppe Santoro for providing data from their simulations. This work was performed with support from the U.S. Department of Energy, Office of Science, Office of Advanced Scientific Computing Research, Scientific Discovery through Advanced Computing (SciDAC) program, under Award No. DE-SC0022088. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility located at Lawrence Berkeley National Laboratory, operated under Contract No. DE-AC02-05CH11231. The Flatiron Institute is a division of the Simons Foundation.Attached Files
Published - PhysRevB.107.125103.pdf
Supplemental Material - SM.pdf
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Additional details
- Eprint ID
- 120512
- Resolver ID
- CaltechAUTHORS:20230328-705664700.12
- Department of Energy (DOE)
- DE-SC0022088
- Department of Energy (DOE)
- DE-AC02-05CH11231
- Simons Foundation
- Created
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2023-05-05Created from EPrint's datestamp field
- Updated
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2023-05-05Created from EPrint's last_modified field