TY - GEN
T1 - Quantum Ans#X00e4;Tze for Green's Functions of Single-Impurity Anderson Models at Half-Filling
AU - Perez, Eduardo Antonio Coello
AU - Bykov, Dmytro
AU - Eisenbach, Markus
AU - Ghosh, Swarnava
AU - Meena, Murali Gopalakrishnan
AU - Kim, Seongmin
AU - Karabin, Mariia
AU - Rogers, David
AU - Shehata, Amir
AU - Sohail, Tanvir
AU - Suh, In Saeng
AU - Terletska, Hanna
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - We introduce a set of quantum ansätze tailored for computing Green's functions of single-impurity models using the variational quantum eigensolver. These ansätze conserve particle number and spin, allowing for the efficient preparation of the impurity model's ground state and the Krylov bases required to express the Green's function as a continued fraction. Notably, the parameters preparing the particle and hole excitations used as initial Krylov vectors are fully determined by those optimized for the ground state, eliminating the need for secondary optimizations or alternative excitation preparation methods. We demonstrate the utility of these ansätze by computing Green's functions for single-impurity Anderson models with one bath site within a dynamical mean-field theory loop, where the impuritybath hybridization is updated self-consistently. The parameters defining the states in the Krylov bases are straightforwardly determined by orthonormality in the single-bath case, allowing for the direct computation of the relevant Hamiltonian matrix elements from these states. Future work will explore the robustness, scalability, and practical integration of these ansätze into hybrid quantum-classical simulations of strongly correlated materials.
AB - We introduce a set of quantum ansätze tailored for computing Green's functions of single-impurity models using the variational quantum eigensolver. These ansätze conserve particle number and spin, allowing for the efficient preparation of the impurity model's ground state and the Krylov bases required to express the Green's function as a continued fraction. Notably, the parameters preparing the particle and hole excitations used as initial Krylov vectors are fully determined by those optimized for the ground state, eliminating the need for secondary optimizations or alternative excitation preparation methods. We demonstrate the utility of these ansätze by computing Green's functions for single-impurity Anderson models with one bath site within a dynamical mean-field theory loop, where the impuritybath hybridization is updated self-consistently. The parameters defining the states in the Krylov bases are straightforwardly determined by orthonormality in the single-bath case, allowing for the direct computation of the relevant Hamiltonian matrix elements from these states. Future work will explore the robustness, scalability, and practical integration of these ansätze into hybrid quantum-classical simulations of strongly correlated materials.
KW - quantum ansätze
KW - quantum impurity solver
KW - quantum lanczos algorithm
UR - https://www.scopus.com/pages/publications/105030081374
U2 - 10.1109/QCE65121.2025.10412
DO - 10.1109/QCE65121.2025.10412
M3 - Conference contribution
AN - SCOPUS:105030081374
T3 - Proceedings - IEEE Quantum Week 2025, QCE 2025
SP - 494
EP - 495
BT - Keynotes, Workshops, Posters, Panels, and Tutorials Program
A2 - Culhane, Candace
A2 - Byrd, Greg
A2 - Muller, Hausi
A2 - Delgado, Andrea
A2 - Eidenbenz, Stephan
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE International Conference on Quantum Computing and Engineering, QCE 2025
Y2 - 31 August 2025 through 5 September 2025
ER -