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Abstract
The simulation of chemistry is among the most promising applications of quantum computing. However, most prior work exploring algorithms for block encoding, time evolving, and sampling in the eigenbasis of electronic structure Hamiltonians has either focused on modeling finite-sized systems, or has required a large number of plane-wave basis functions. In this work, we extend methods for quantum simulation with Bloch orbitals constructed from symmetry-adapted atom-centered orbitals so that one can model periodic ab initio Hamiltonians using only a modest number of basis functions. We focus on adapting existing algorithms based on combining qubitization with tensor factorizations of the Coulomb operator. Significant modifications of those algorithms are required to obtain an asymptotic speedup leveraging translational (or, more broadly, Abelian) symmetries. We implement block encodings using known tensor factorizations and a new Bloch orbital form of tensor hypercontraction. Finally, we estimate the resources required to deploy our algorithms to classically challenging model materials relevant to the chemistry of lithium nickel oxide battery cathodes within the surface code. We find that even with these improvements, the quantum runtime of these algorithms is on the order of thousands of days and further algorithmic improvements are required to make realistic quantum simulation of materials practical.
| Original language | English |
|---|---|
| Article number | 040303 |
| Pages (from-to) | 040303-1-040303-52 |
| Number of pages | 52 |
| Journal | PRX Quantum |
| Volume | 4 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Oct 2023 |
Bibliographical note
© 2023 authors. Published by the American Physical Society. Published by the American Physical Society. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.Fingerprint
Dive into the research topics of 'Fault-tolerant quantum simulation of materials using Bloch orbitals'. Together they form a unique fingerprint.Projects
- 2 Finished
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UTS led: Pushing the digital limits in quantum simulation for advanced manufacturing
Langford, N. (Chief Investigator), Dehollain, J. (Chief Investigator), Burgarth, D. (Primary Chief Investigator), Berry, D. (Chief Investigator) & Heyl, M. (Partner Investigator)
26/03/21 → 25/03/24
Project: Research
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Quantum algorithms for quantum chemistry
Berry, D. (Primary Chief Investigator) & Babbush, R. (Partner Investigator)
2/05/19 → 1/05/22
Project: Research
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