Beyond real: alternative unitary cluster Jastrow models for molecular electronic structure calculations on near-term quantum computers

Near-term quantum devices require wavefunction ansätze that are expressive while also of shallow circuit depth in order to both accurately and efficiently simulate molecular electronic structure. While the unitary coupled cluster ansatz (<i>e.g.</i>, UCCSD) has become a standard, the high gate count associated with the implementation of this limits its feasibility on noisy intermediate-scale quantum (NISQ) hardware. <i>k</i>-Fold unitary cluster Jastrow (uCJ) ansätze mitigate this challenge by providing O(<i>kN</i> <sup>2</sup>) circuit scaling and favorable linear depth circuit implementation. Previous work has focused on the real orbitalrotation (Re-uCJ) variant of uCJ, which allows an exact (Trotter-free) implementation. Here we extend and generalize the <i>k</i>-fold uCJ framework by introducing two new variants, Im-uCJ and g-uCJ, which incorporate imaginary and fully complex orbital rotation operators, respectively. Similar to Re-uCJ, both of the new variants achieve quadratic gate-count scaling. Our results focus on the simplest <i>k</i> = 1 model, and show that the uCJ models frequently maintain energy errors within chemical accuracy (∼1 kcal mol<sup>-1</sup>). Both g-uCJ and Im-uCJ are more expressive in terms of capturing electron correlation and are also more accurate than the earlier Re-uCJ ansatz. We further show that Im-uCJ and g-uCJ circuits can also be implemented exactly, without any Trotter decomposition. Numerical tests using <i>k</i> = 1 on H<sub>2</sub>, H<sub>3</sub> <sup>+</sup>, Be<sub>2</sub>, C<sub>2</sub>H<sub>4</sub>, C<sub>2</sub>H<sub>6</sub> and C<sub>6</sub>H<sub>6</sub> in various basis sets confirm the practical feasibility of these shallow Jastrow-based ansätze for applications on near-term quantum hardware.

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Publication Details

Journal
Chemical Science
Published
2025-01-01
DOI
https://doi.org/10.1039/d5sc03585f
Citations
1
Primary Topic
Quantum Computing Algorithms and Architecture
Type
article
Field-Weighted Citation Impact
2.48

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article

Beyond real: alternative unitary cluster Jastrow models for molecular electronic structure calculations on near-term quantum computers

Martin Head‐Gordon, Nikolay V. Tkachenko, K. Birgitta Whaley, Hang Ren et al.
1 citations
Chemical Science
Quantum Computing Algorithms and Architecture
2.48
article

Beyond real: alternative unitary cluster Jastrow models for molecular electronic structure calculations on near-term quantum computers

Martin Head‐Gordon, Nikolay V. Tkachenko, K. Birgitta Whaley, Hang Ren, Rebecca Tomann, Wendy M. Billings
article en
1 citations

Abstract

Near-term quantum devices require wavefunction ansätze that are expressive while also of shallow circuit depth in order to both accurately and efficiently simulate molecular electronic structure. While the unitary coupled cluster ansatz (<i>e.g.</i>, UCCSD) has become a standard, the high gate count associated with the implementation of this limits its feasibility on noisy intermediate-scale quantum (NISQ) hardware. <i>k</i>-Fold unitary cluster Jastrow (uCJ) ansätze mitigate this challenge by providing O(<i>kN</i> <sup>2</sup>) circuit scaling and favorable linear depth circuit implementation. Previous work has focused on the real orbitalrotation (Re-uCJ) variant of uCJ, which allows an exact (Trotter-free) implementation. Here we extend and generalize the <i>k</i>-fold uCJ framework by introducing two new variants, Im-uCJ and g-uCJ, which incorporate imaginary and fully complex orbital rotation operators, respectively. Similar to Re-uCJ, both of the new variants achieve quadratic gate-count scaling. Our results focus on the simplest <i>k</i> = 1 model, and show that the uCJ models frequently maintain energy errors within chemical accuracy (∼1 kcal mol<sup>-1</sup>). Both g-uCJ and Im-uCJ are more expressive in terms of capturing electron correlation and are also more accurate than the earlier Re-uCJ ansatz. We further show that Im-uCJ and g-uCJ circuits can also be implemented exactly, without any Trotter decomposition. Numerical tests using <i>k</i> = 1 on H<sub>2</sub>, H<sub>3</sub> <sup>+</sup>, Be<sub>2</sub>, C<sub>2</sub>H<sub>4</sub>, C<sub>2</sub>H<sub>6</sub> and C<sub>6</sub>H<sub>6</sub> in various basis sets confirm the practical feasibility of these shallow Jastrow-based ansätze for applications on near-term quantum hardware.

Chemical ScienceVol. 16(47)
Lawrence Berkeley National Laboratory (US), University of Oklahoma (US), University of California, Berkeley (US)
National Science Foundation, U.S. Department of Energy, University of Oklahoma, Office of Science, Supercomputing Center for Education and Research, University of Oklahoma, Advanced Scientific Computing Research
Openalex Percentile: Top 8%
Quantum Computing Algorithms and Architecture
2.48
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