Concepedia

Parameterized Quantum Circuits

Parameterized Quantum Circuit is a quantum circuit in which a subset of gate operations depend on tunable parameters, distinguishing it from fixed quantum circuits by enabling iterative optimization of the circuit's behavior through parameter adjustment.

200

Publications

16.7K

Citations

450

Authors

252

Institutions

Publications per year

2017–2026

199

Variants

Pqcs

Parents

Publications

200

Barren plateaus in quantum neural network training landscapes

Jarrod R. McClean, Sergio Boixo, Vadim Smelyanskiy et al. · Nature Communications · 2018 · 2.1K citations · Full text

, , +17

Cost function dependent barren plateaus in shallow parametrized quantum circuits

M. Cerezo, Akira Sone, Tyler Volkoff et al. · Nature Communications · 2021 · 1.1K citations · Full text

, , +13

Parameterized quantum circuits as machine learning models

Quantum Science and Technology · 2019 · 1K citations · Full text

, , +15

Expressibility and Entangling Capability of Parameterized Quantum Circuits for Hybrid Quantum‐Classical Algorithms

Advanced Quantum Technologies · 2019 · 797 citations · Full text

, , +17

Effect of data encoding on the expressive power of variational quantum-machine-learning models

Maria Schuld, Ryan Sweke, Johannes Jakob Meyer · Physical review. A/Physical review, A · 2021 · 691 citations · Full text

, , +14

1–5 of 200

Authors

450

  1. PJ
    Patrick J. Coles

    Los Alamos National Laboratory, United States

    10 publications · 2K citations

    10

    h-index

  2. MC
    M. Cerezo

    Los Alamos National Laboratory, United States

    10 publications · 1.9K citations

    10

    h-index

  3. ŁC
    Łukasz Cincio

    Los Alamos National Laboratory, United States

    5 publications · 1.6K citations

    6

    h-index

  4. EF
    Enrico Fontana

    University of Strathclyde, United Kingdom

    5 publications · 221 citations

    6

    h-index

  5. VD
    Vedran Dunjko

    Leiden University, Netherlands

    5 publications · 335 citations

    5

    h-index

1–5 of 450

Institutions

252

  1. Los Alamos National Laboratory

    Los Alamos, United States

    11 h-index

    40 publications

    9K citations

  2. University College London

    London, United Kingdom

    9 h-index

    17 publications

    3.6K citations

  3. Freie Universität Berlin

    Berlin, Germany

    8 h-index

    23 publications

    4.1K citations

  4. University of Technology Sydney

    Sydney, Australia

    6 h-index

    11 publications

    776 citations

  5. Cambridge Quantum Computing (United Kingdom)

    Cambridge, United Kingdom

    6 h-index

    12 publications

    5.2K citations

  6. Centre for Quantum Computation and Communication Technology

    Sydney, Australia

    6 h-index

    11 publications

    776 citations

  7. Zapata (United States)

    Boston, United States

    6 h-index

    13 publications

    1.5K citations

  8. IBM (United States)

    Armonk, United States

    5 h-index

    8 publications

    287 citations

1–8 of 252

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 1.1K citations

    18

    h-index

  2. Quantum

    19 publications · 2.1K citations

    17

    h-index

  3. Physical review. A/Physical review, A

    PRA · 11 publications · 1.5K citations

    13

    h-index

  4. Quantum Science and Technology

    QST · 9 publications · 1.6K citations

    9

    h-index

  5. Physical Review Research

    8 publications · 708 citations

    8

    h-index

1–5