Tensor network influence functionals in the continuous-time limit: Connections to quantum embedding, bath discretization, and higher-order time propagation
Abstract
We describe two developments of tensor network influence functionals [in particular, influence functional matrix product states (IF-MPS)] for quantum impurity dynamics within the fermionic setting of the Anderson impurity model. The first provides the correct extension of the IF-MPS to continuous time by introducing a related mathematical object, the boundary influence functional MPS. The second connects the dynamics described by a compressed IF-MPS to that of a quantum embedding method with a time-dependent effective bath undergoing nonunitary dynamics. Using these concepts, we implement higher-order time propagators for the quench dynamics of the Anderson impurity model within the boundary IF-MPS formalism. The calculations illustrate the ability of the current formulation to efficiently remove the time-step error in standard discrete-time IF-MPS implementations as well as to interface with state-vector propagation techniques. They also show the advantages of IF-MPS dynamics, with its associated highly compact effective bath dynamics, over state-vector propagation with a static bath discretization.
Copyright and License
© 2024 American Physical Society.
Acknowledgement
This material is based upon work supported by the U.S. Department of Energy, Office of Science, Office of Advanced Scientific Computing Research and Office of Basic Energy Sciences, Scientific Discovery through Advanced Computing (SciDAC) Program under Award No. DE-SC0022088.
Data Availability
Supplemental material is divided into three sections. The first section provides additional data that supports the argument in the main text. The second section describes a super-fermion representation in more detail with explicit constructions. The third section explains the technical details of how to evaluate the quantity of 1-RDM in the main text.
Files
PhysRevB.110.045104.pdf
Additional details
Identifiers
- ISSN
- 2469-9969
Funding
- United States Department of Energy
- DE-SC0022088