TY - JOUR
T1 - Orbital expansion variational quantum eigensolver
AU - Wu, Yusen
AU - Huang, Zigeng
AU - Sun, Jinzhao
AU - Yuan, Xiao
AU - Wang, Jingbo B.
AU - Lv, Dingshun
N1 - Funding Information:
The authors thank Changsu Cao, Yifei Huang, Hung Pham to provide helpful suggestions for the manuscript and Hang Li for support and guidance. Yusen Wu is supported by the China Scholarship Council (Grant No. 202006470011). Xiao Yuan is supported by the National Natural Science Foundation of China Grant No. 12175003.
Publisher Copyright:
© 2023 IOP Publishing Ltd.
PY - 2023/10
Y1 - 2023/10
N2 - Variational quantum eigensolver (VQE) has emerged as a promising method for investigating ground state properties in quantum chemistry, materials science, and condensed matter physics. However, the conventional VQE method generally lacks systematic improvement and convergence guarantees, particularly when dealing with strongly correlated systems. In light of these challenges, we present a novel framework called orbital expansion VQE (OE-VQE) to address these limitations. The key idea is to devise an efficient convergence path by utilizing shallower quantum circuits, starting from a highly compact active space and gradually expanding it until convergence to the ground state is achieved. To validate the effectiveness of the OE-VQE framework, we conducted benchmark simulations on several small yet representative molecules, including the H 6 chain, H 10 ring and N 2 . The simulation results demonstrate that our proposed convergence paths significantly enhance the performance of conventional VQE. Overall, our work sheds valuable insight into the simulation of molecules based on shallow quantum circuits, offering a promising avenue for advancing the efficiency and accuracy of VQE approaches in tackling complex molecular systems.
AB - Variational quantum eigensolver (VQE) has emerged as a promising method for investigating ground state properties in quantum chemistry, materials science, and condensed matter physics. However, the conventional VQE method generally lacks systematic improvement and convergence guarantees, particularly when dealing with strongly correlated systems. In light of these challenges, we present a novel framework called orbital expansion VQE (OE-VQE) to address these limitations. The key idea is to devise an efficient convergence path by utilizing shallower quantum circuits, starting from a highly compact active space and gradually expanding it until convergence to the ground state is achieved. To validate the effectiveness of the OE-VQE framework, we conducted benchmark simulations on several small yet representative molecules, including the H 6 chain, H 10 ring and N 2 . The simulation results demonstrate that our proposed convergence paths significantly enhance the performance of conventional VQE. Overall, our work sheds valuable insight into the simulation of molecules based on shallow quantum circuits, offering a promising avenue for advancing the efficiency and accuracy of VQE approaches in tackling complex molecular systems.
KW - quantum chemistry
KW - shallow quantum circuit
KW - variational quantum eigensolver
UR - http://www.scopus.com/inward/record.url?scp=85174692236&partnerID=8YFLogxK
U2 - 10.1088/2058-9565/acf9c7
DO - 10.1088/2058-9565/acf9c7
M3 - Article
AN - SCOPUS:85174692236
SN - 2058-9565
VL - 8
JO - Quantum Science and Technology
JF - Quantum Science and Technology
IS - 4
M1 - 045030
ER -