Issue 2, 2026

Towards utility-scale electronic structure with sample-based quantum bootstrap embedding

Abstract

One of the main applications for which quantum computers are hoped to find utility is in simulating ground state energies and other observables of molecular chemical systems. The recently proposed sample-based diagonalization method is a readily implementable method for this task on current-day hardware using short circuit depths and has been demonstrated on as many as 85 qubits in recent studies. In this work, we combine the recently proposed quantum bootstrap embedding (QBE) method with sampled-based diagonalization (QBE-SQD) and present the first benchmarking study of the QBE method on real quantum hardware, ibm_pittsburgh, a Heron r3 processor with 156 qubits. Our test system is a hydrogen ring with 8 hydrogen atoms in the cc-pVDZ basis. We show that for this system, QBE-SQD using an active space of (8e, 19o) per fragment with a 43 qubit footprint produces a ground state energy accuracy which exceeds that of an SQD calculation with an (8e, 30o) active space with a 67 qubit footprint when using a comparable number of Slater determinants. This demonstrates that the use of quantum bootstrap embedding techniques is a promising path towards extending the capabilities of state-of-the-art quantum eigensolvers on near-term devices.

Graphical abstract: Towards utility-scale electronic structure with sample-based quantum bootstrap embedding

Article information

Article type
Paper
Submitted
16 Sep 2025
Accepted
21 Jan 2026
First published
22 Jan 2026
This article is Open Access
Creative Commons BY license

Digital Discovery, 2026,5, 945-956

Towards utility-scale electronic structure with sample-based quantum bootstrap embedding

J. Bierman and Y. Liu, Digital Discovery, 2026, 5, 945 DOI: 10.1039/D5DD00416K

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