aiqbench analysis
This research introduces Imaginary-Time Pauli Propagation (ITPP), an operator-based algorithm designed to approximate thermal and ground-state properties of quantum systems directly within the Pauli basis. By extending real-time propagation rules to imaginary time, the study establishes a complementary framework for simulating non-unitary dynamics in open quantum systems, with performance characteristics that vary significantly between high-temperature regimes and ground-state limits.
Pauli Propagation for Imaginary-Time Evolution
arXiv:2601.14400v3 Announce Type: replace Abstract: We extend the Pauli Propagation framework to imaginary-time evolution and introduce imaginary-time Pauli Propagation (ITPP), an operator-based algorithm for approximating thermal and ground-state properties directly in the Pauli basis. We derive explicit imaginary-time propagation rules for Pauli strings and analyze the main approximation errors arising from Trotterization and Pauli-space truncation, including bounds that account for the non-unitary nature of the evolution. Benchmarking ITPP on the one-dimensional transverse field Ising model, we find that the method performs best in the high-temperature regime, where thermal states admit a compressed Pauli-basis approximation, while the required number of Pauli terms grows rapidly as the system approaches the ground-state limit. We further compare with tensor network simulations and study finite-temperature scalability through the number of retained Pauli terms required to reach a fixed target accuracy. These results establish ITPP as a complementary framework for imaginary-time simulation and suggest that combining imaginary-time and real-time Pauli Propagation could provide a pathway toward simulating more general non-unitary and open quantum system dynamics within a unified Pauli-based framework.
Abstract:We extend the Pauli Propagation framework to imaginary-time evolution and introduce imaginary-time Pauli Propagation (ITPP), an operator-based algorithm for approximating thermal and ground-state properties directly in the Pauli basis. We derive explicit imaginary-time propagation rules for Pauli strings and analyze the main approximation errors arising from Trotterization and Pauli-space truncation, including bounds that account for the non-unitary nature of the evolution. Benchmarking ITPP on the one-dimensional transverse field Ising model, we find that the method performs best in the high-temperature regime, where thermal states admit a compressed Pauli-basis approximation, while the required number of Pauli terms grows rapidly as the system approaches the ground-state limit. We further compare with tensor network simulations and study finite-temperature scalability through the number of retained Pauli terms required to reach a fixed target accuracy. These results establish ITPP as a complementary framework for imaginary-time simulation and suggest that combining imaginary-time and real-time Pauli Propagation could provide a pathway toward simulating more general non-unitary and open quantum system dynamics within a unified Pauli-based framework.
arXiv:2601.14400 [quant-ph]
(or arXiv:2601.14400v3 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2601.14400 Focus to learn more arXiv-issued DOI via DataCite
https://doi.org/10.1088/1367-2630/ae9c65 Focus to learn more DOI(s) linking to related resources
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