Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler

Matthew Feldman; Tyler Volkoff; Zoe Holmes; Seongjin Hong; Claire Marvinney; Raphael Pooser; Andrew Sornborger; Alberto M. Marino

doi:10.1364/quantum.2025.qw2a.5

Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler

Matthew Feldman, Tyler Volkoff, Zoe Holmes, Seongjin Hong, Claire Marvinney, Raphael Pooser, Andrew Sornborger, Alberto M. Marino

Quantum Sensing and Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We demonstrate a continuous-variable quantum compiler with 3.6-fold faster convergence and 5.4-fold enhanced precision for optical phase unitary learning, highlighting the advantages of squeezing in learning the dynamics of quantum systems.

Original language	English
Title of host publication	Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition
Publisher	Optical Society of America
ISBN (Electronic)	9781957171487
DOIs	https://doi.org/10.1364/quantum.2025.qw2a.5
State	Published - 2025
Event	Optica Quantum 2.0 Conference and Exhibition, QUANTUM 2025 - San Francisco, United States Duration: Jun 1 2025 → Jun 5 2025

Publication series

Name	Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition

Conference

Conference	Optica Quantum 2.0 Conference and Exhibition, QUANTUM 2025
Country/Territory	United States
City	San Francisco
Period	06/1/25 → 06/5/25

Funding

This work was supported by the U.S. DOE Office of Science, National Quantum Information Science Research Centers, Quantum Science Center. LA-UR-23-21293

Access to Document

10.1364/quantum.2025.qw2a.5

Cite this

Feldman, M., Volkoff, T., Holmes, Z., Hong, S., Marvinney, C., Pooser, R., Sornborger, A., & Marino, A. M. (2025). Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler. In Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition Article QW2A.5 (Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition). Optical Society of America. https://doi.org/10.1364/quantum.2025.qw2a.5

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title = "Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler",

abstract = "We demonstrate a continuous-variable quantum compiler with 3.6-fold faster convergence and 5.4-fold enhanced precision for optical phase unitary learning, highlighting the advantages of squeezing in learning the dynamics of quantum systems.",

author = "Matthew Feldman and Tyler Volkoff and Zoe Holmes and Seongjin Hong and Claire Marvinney and Raphael Pooser and Andrew Sornborger and Marino, \{Alberto M.\}",

note = "Publisher Copyright: {\textcopyright} 2025 The Author(s).; Optica Quantum 2.0 Conference and Exhibition, QUANTUM 2025 ; Conference date: 01-06-2025 Through 05-06-2025",

year = "2025",

doi = "10.1364/quantum.2025.qw2a.5",

language = "English",

series = "Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition",

publisher = "Optical Society of America",

booktitle = "Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition",

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Feldman, M, Volkoff, T, Holmes, Z, Hong, S, Marvinney, C, Pooser, R, Sornborger, A & Marino, AM 2025, Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler. in Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition., QW2A.5, Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition, Optical Society of America, Optica Quantum 2.0 Conference and Exhibition, QUANTUM 2025, San Francisco, United States, 06/1/25. https://doi.org/10.1364/quantum.2025.qw2a.5

Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler. / Feldman, Matthew; Volkoff, Tyler; Holmes, Zoe et al.
Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition. Optical Society of America, 2025. QW2A.5 (Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Feldman, Matthew

AU - Volkoff, Tyler

AU - Holmes, Zoe

AU - Hong, Seongjin

AU - Marvinney, Claire

AU - Pooser, Raphael

AU - Sornborger, Andrew

AU - Marino, Alberto M.

PY - 2025

Y1 - 2025

N2 - We demonstrate a continuous-variable quantum compiler with 3.6-fold faster convergence and 5.4-fold enhanced precision for optical phase unitary learning, highlighting the advantages of squeezing in learning the dynamics of quantum systems.

AB - We demonstrate a continuous-variable quantum compiler with 3.6-fold faster convergence and 5.4-fold enhanced precision for optical phase unitary learning, highlighting the advantages of squeezing in learning the dynamics of quantum systems.

UR - https://www.scopus.com/pages/publications/105013080475

U2 - 10.1364/quantum.2025.qw2a.5

DO - 10.1364/quantum.2025.qw2a.5

M3 - Conference contribution

AN - SCOPUS:105013080475

T3 - Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition

BT - Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition

PB - Optical Society of America

T2 - Optica Quantum 2.0 Conference and Exhibition, QUANTUM 2025

Y2 - 1 June 2025 through 5 June 2025

ER -

Feldman M, Volkoff T, Holmes Z, Hong S, Marvinney C, Pooser R et al. Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler. In Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition. Optical Society of America. 2025. QW2A.5. (Quantum 2.0 in Proceedings Optica Quantum 2.0 Conference and Exhibition). doi: 10.1364/quantum.2025.qw2a.5

Quantum Advantage in Phase Unitary Learning with a Continuous-Variable Quantum Compiler

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