logo
ResearchBunny Logo
Quantum simulation of exact electron dynamics can be more efficient than classical mean-field methods

Physics

Quantum simulation of exact electron dynamics can be more efficient than classical mean-field methods

R. Babbush, W. J. Huggins, et al.

Explore the groundbreaking research from Ryan Babbush and colleagues that unveils first-quantized quantum algorithms for more efficient and accurate simulations of electronic ground states. This innovative approach provides exponential reductions in space and operations compared to classical methods, promising significant advantages in finite-temperature electron dynamics.

00:00
00:00
Playback language: English
Abstract
Quantum algorithms for simulating electronic ground states are slower than popular classical mean-field algorithms such as Hartree-Fock and density functional theory but offer higher accuracy. This paper shows that certain first-quantized quantum algorithms enable exact time evolution of electronic systems with exponentially less space and polynomially fewer operations in basis set size than conventional real-time time-dependent Hartree-Fock and density functional theory. While sampling observables reduces the speedup, it's shown that estimating all elements of the *k*-particle reduced density matrix requires only poly-logarithmically scaling samples in basis set size. A more efficient quantum algorithm for first-quantized mean-field state preparation is also introduced. Quantum speedup is most pronounced for finite-temperature simulations, suggesting potential quantum advantage for several practically important electron dynamics problems.
Publisher
Nature Communications
Published On
Jul 10, 2023
Authors
Ryan Babbush, William J. Huggins, Dominic W. Berry, Shu Fay Ung, Andrew Zhao, David R. Reichman, Hartmut Neven, Andrew D. Baczewski, Joonho Lee
Tags
quantum algorithms
electronic ground states
Hartree-Fock
density functional theory
time evolution
quantum speedup
electron dynamics
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny