Concepedia

Quantum Anomaly Detection

Quantum Anomaly Detection is a quantum computational method that leverages principles of quantum superposition and entanglement to identify rare or deviant patterns in data, distinguished from classical anomaly detection by its utilization of quantum algorithms for enhanced efficiency in high-dimensional feature spaces.

42

Publications

2.2K

Citations

136

Authors

92

Institutions

Publications per year

2017–2026

32

Parents

Publications

42

Search for violations of quantum mechanics

John Ellis, John S. Hagelin, D. V. Nanopoulos et al. · Nuclear Physics B · 1984 · 440 citations

, , +11

On the quantum mechanics of consciousness, with application to anomalous phenomena

R. G. Jahn, B.J. Dunne · Foundations of Physics · 1986 · 146 citations

, , +13

Quantum machine learning for quantum anomaly detection

Nana Liu, Patrick Rebentrost · Physical review. A/Physical review, A · 2018 · 138 citations · Full text

, , +11

Anomaly detection in high-energy physics using a quantum autoencoder

Vishal S. Ngairangbam, Michael Spannowsky, Michihisa Takeuchi · Physical review. D/Physical review. D. · 2022 · 108 citations · Full text

, , +17

Trace anomalies from quantum mechanics

Fiorenzo Bastianelli, P. van Nieuwenhuizen · Nuclear Physics B · 1993 · 100 citations · Full text

, , +9

1–5 of 42

Authors

136

  1. SV
    S. Vallecorsa

    Lawrence Berkeley National Laboratory, United States

    4 publications · 105 citations

    4

    h-index

  2. IT
    Ivano Tavernelli

    École Polytechnique Fédérale de Lausanne, Switzerland

    4 publications · 105 citations

    4

    h-index

  3. MG
    Michele Grossi

    European Organization for Nuclear Research, Switzerland

    4 publications · 105 citations

    4

    h-index

  4. EP
    Ema Puljak

    European Organization for Nuclear Research, Switzerland

    3 publications · 90 citations

    3

    h-index

  5. VB
    Vasilis Belis

    ETH Zurich, Switzerland

    3 publications · 90 citations

    3

    h-index

1–5 of 136

Institutions

92

  1. European Organization for Nuclear Research

    Geneva, Switzerland

    5 h-index

    13 publications

    915 citations

  2. Durham University

    Durham, United Kingdom

    3 h-index

    5 publications

    218 citations

  3. Institute of Photonic Sciences

    Barcelona, Spain

    3 h-index

    10 publications

    454 citations

  4. IBM Research - Zurich

    Rüschlikon, Switzerland

    3 h-index

    12 publications

    349 citations

  5. Institute for High Energy Physics

    Protvino, Russia

    2 h-index

    4 publications

    302 citations

  6. ETH Zurich

    Zurich, Switzerland

    2 h-index

    5 publications

    191 citations

  7. The University of Osaka

    Osaka, Japan

    2 h-index

    6 publications

    168 citations

  8. Wuhan University

    Wuhan, China

    2 h-index

    8 publications

    214 citations

1–8 of 92

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 102 citations

    4

    h-index

  2. Physical review. A/Physical review, A

    PRA · 3 publications · 201 citations

    3

    h-index

  3. Nuclear Physics B

    3 publications · 626 citations

    3

    h-index

  4. SciPost Physics

    2 publications · 21 citations

    2

    h-index

  5. Quantum Machine Intelligence

    2 publications · 131 citations

    2

    h-index

1–5