Resource-Optimized Fermionic Local-Hamiltonian Simulation on a Quantum Computer for Quantum Chemistry

被引:14
作者
Wang, Qingfeng [1 ,2 ]
Li, Ming [3 ]
Monroe, Christopher [3 ,4 ,5 ]
Nam, Yunseong [3 ,6 ]
机构
[1] Univ Maryland, Chem Phys Program, College Pk, MD 20742 USA
[2] Univ Maryland, Inst Phys Sci & Technol, College Pk, MD 20742 USA
[3] IonQ, College Pk, MD 20740 USA
[4] Univ Maryland, Joint Quantum Inst, Dept Phys, College Pk, MD 20742 USA
[5] Univ Maryland, Joint Ctr Quantum Informat & Comp Sci, College Pk, MD 20742 USA
[6] Univ Maryland, Dept Phys, College Pk, MD 20742 USA
来源
QUANTUM | 2021年 / 5卷
关键词
ALGORITHMS;
D O I
10.22331/q-2021-07-26-509
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The ability to simulate a fermionic system on a quantum computer is expected to revolutionize chemical engineering, materials design, nuclear physics, to name a few. Thus, optimizing the simulation circuits is of significance in harnessing the power of quantum computers. Here, we address this problem in two aspects. In the fault-tolerant regime, we optimize the R-z and T gate counts along with the ancilla qubit counts required, assuming the use of a product-formula algorithm for implementation. We obtain a savings ratio of two in the gate counts and a savings ratio of eleven in the number of ancilla qubits required over the state of the art. In the pre-fault tolerant regime, we optimize the two-qubit gate counts, assuming the use of the variational quantum eigensolver (VQE) approach. Specific to the latter, we present a framework that enables bootstrapping the VQE progression towards the convergence of the ground-state energy of the fermionic system. This framework, based on perturbation theory, is capable of improving the energy estimate at each cycle of the VQE progression, by about a factor of three closer to the known ground-state energy compared to the standard VQE approach in the test-bed, classically-accessible system of the water molecule. The improved energy estimate in turn results in a commensurate level of savings of quantum resources, such as the number of qubits and quantum gates, required to be within a pre-specified tolerance from the known ground-state energy. We also explore a suite of generalized transformations of fermion to qubit operators and show that resource-requirement savings of up to more than 20%, in small instances, is possible.
引用
收藏
页码:1 / 36
页数:36
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