Articles

1. Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction

   • Yang Qian
   • Yuxuan Du
   • Dacheng Tao

   Research Article Open access 24 May 2024 Article: 32

   

2. Quantum support vector machines for classification and regression on a trapped-ion quantum computer

   • Teppei Suzuki
   • Takashi Hasebe
   • Tsubasa Miyazaki

   Research Article Open access 18 May 2024 Article: 31

   

3. Correction: Learning with density matrices and random features

   • Fabio A. González
   • Alejandro Gallego
   • Vladimir Vargas-Calderón

   Correction Open access 14 May 2024 Article: 30

4. Exploring the features of quanvolutional neural networks for improved image classification

   • Tuan Hai Vu
   • Lawrence H. Le
   • The Bao Pham

   Research Article 13 May 2024 Article: 29

   

5. Quantum state tomography using quantum machine learning

   • Nouhaila Innan
   • Owais Ishtiaq Siddiqui
   • Mohamed Bennai

   Research Article 07 May 2024 Article: 28

   

6. Improved financial forecasting via quantum machine learning

   • Sohum Thakkar
   • Skander Kazdaghli
   • Samurai Brito

   Research Article Open access 07 May 2024 Article: 27

   

7. Quantum deep learning-based anomaly detection for enhanced network security

   • Moe Hdaib
   • Sutharshan Rajasegarar
   • Lei Pan

   Research Article Open access 02 May 2024 Article: 26

   

8. Permutation invariant encodings for quantum machine learning with point cloud data

   • Jamie Heredge
   • Charles Hill
   • Martin Sevior

   Research Article Open access 02 May 2024 Article: 25

   

9. A novel approach for quantum financial simulation and quantum state preparation

   • Yen-Jui Chang
   • Wei-Ting Wang
   • Ching-Ray Chang

   Research 25 April 2024 Article: 24

   

10. A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation

    • Enrico Zardini
    • Enrico Blanzieri
    • Davide Pastorello

    Research Article Open access 23 April 2024 Article: 23

    

11. A parameterized quantum circuit for estimating distribution measures

    • Or Peretz
    • Michal Koren

    Research Article Open access 23 April 2024 Article: 22

    

12. From conceptual spaces to quantum concepts: formalising and learning structured conceptual models

    • Sean Tull
    • Razin A. Shaikh
    • Stephen Clark

    Research Article 15 April 2024 Article: 21

    

13. Behavior prediction of fiber optic temperature sensor based on hybrid classical quantum regression model

    • T. Kanimozhi
    • S. Sridevi
    • Amirthalingam Sathasivam

    Research Article 04 April 2024 Article: 20

    

14. Hybrid classical-quantum transfer learning for text classification

    • Ebrahim Ardeshir-Larijani
    • Mohammad Mahdi Nasiri Fatmehsari

    Research Article 17 March 2024 Article: 19

    

15. Parallel hybrid quantum-classical machine learning for kernelized time-series classification

    • Jack S. Baker
    • Gilchan Park
    • Santosh Kumar Radha

    Research Article 10 March 2024 Article: 18

    

16. Classification of data with a qudit, a geometric approach

    • Aikaterini Mandilara
    • Babette Dellen
    • Dimitris Syvridis

    Research Article Open access 07 March 2024 Article: 17

    

17. A quantum procedure for estimating information gain in Boolean classification task

    • Michal Koren
    • Or Peretz

    Research Article Open access 05 March 2024 Article: 16

    

18. Distributed quantum neural networks via partitioned features encoding

    • Yoshiaki Kawase

    Research Article Open access 04 March 2024 Article: 15

    

19. Expressive quantum supervised machine learning using Kerr-nonlinear parametric oscillators

    • Yuichiro Mori
    • Kouhei Nakaji
    • Shiro Kawabata

    Research Article Open access 04 March 2024 Article: 14

    

20. Quantum transfer learning for acceptability judgements

    • Giuseppe Buonaiuto
    • Raffaele Guarasci
    • Massimo Esposito

    Review Article Open access 04 March 2024 Article: 13

    

21. Grover’s search with learning oracle for constrained binary optimization problems

    • Hiroshi Ohno

    Research Article 24 February 2024 Article: 12

    

22. Quantum convolutional neural networks with interaction layers for classification of classical data

    • Jishnu Mahmud
    • Raisa Mashtura
    • Mohammad Saquib

    Review Article 21 February 2024 Article: 11

    

23. A kernel-based quantum random forest for improved classification

    • Maiyuren Srikumar
    • Charles D. Hill
    • Lloyd C. L. Hollenberg

    Research 07 February 2024 Article: 10

    

24. The effects of quantum hardware properties on the performances of variational quantum learning algorithms

    • Giuseppe Buonaiuto
    • Francesco Gargiulo
    • Marco Pota

    Research Article Open access 05 February 2024 Article: 9

    

25. Quantum neural networks successfully calibrate language models

    • Jogi Suda Neto
    • Lluis Quiles Ardila
    • Felipe Fernandes Fanchini

    Research Article 05 February 2024 Article: 8

    

26. Financial fraud detection using quantum graph neural networks

    • Nouhaila Innan
    • Abhishek Sawaika
    • Mohamed Bennai

    Research Article 01 February 2024 Article: 7

    

27. Generative model for learning quantum ensemble with optimal transport loss

    • Hiroyuki Tezuka
    • Shumpei Uno
    • Naoki Yamamoto

    Research Article Open access 31 January 2024 Article: 6

    

28. Quantum Gaussian process regression for Bayesian optimization

    • Frederic Rapp
    • Marco Roth

    Research Article Open access 30 January 2024 Article: 5

    

29. Quantum sparse coding

    • Yaniv Romano
    • Harel Primack
    • Ruti Ben Shlomi

    Research Article 30 January 2024 Article: 4

    

30. On neural quantum support vector machines

    • Lars Simon
    • Manuel Radons

    Research Article 22 January 2024 Article: 3

    

31. Deep Q-learning with hybrid quantum neural network on solving maze problems

    • Hao-Yuan Chen
    • Yen-Jui Chang
    • Ching-Ray Chang

    Research Article Open access 08 January 2024 Article: 2

    

32. Quantum circuit fidelity estimation using machine learning

    • Avi Vadali
    • Rutuja Kshirsagar
    • Gabriel N. Perdue

    Research Article 15 December 2023 Article: 1

    

33. The cross-sectional stock return predictions via quantum neural network and tensor network

    • Nozomu Kobayashi
    • Yoshiyuki Suimon
    • Kosuke Mitarai

    Research Article Open access 07 December 2023 Article: 46

    

34. Time series quantum classifiers with amplitude embedding

    • M. P. Cuéllar
    • C. Cano
    • L. Servadei

    Research Article Open access 27 November 2023 Article: 45

    

35. A hybrid quantum-classical approach for inference on restricted Boltzmann machines

    • Mārtiņš Kālis
    • Andris Locāns
    • Andris Ambainis

    Research Article 21 November 2023 Article: 44

    

36. A semi-agnostic ansatz with variable structure for variational quantum algorithms

    • M. Bilkis
    • M. Cerezo
    • Lukasz Cincio

    Research Open access 18 November 2023 Article: 43

    

37. Conditional generative models for learning stochastic processes

    • Salvatore Certo
    • Anh Pham
    • Andrew Vlasic

    Research Article 13 October 2023 Article: 42

    

38. Quantum convolutional neural networks for multi-channel supervised learning

    • Anthony M. Smaldone
    • Gregory W. Kyro
    • Victor S. Batista

    Research Article 09 October 2023 Article: 41

    

39. Interaction graph-based characterization of quantum benchmarks for improving quantum circuit mapping techniques

    • Medina Bandic
    • Carmen G. Almudever
    • Sebastian Feld

    Research Article Open access 06 October 2023 Article: 40

    

40. Resource saving via ensemble techniques for quantum neural networks

    • Massimiliano Incudini
    • Michele Grossi
    • David Windridge

    Research Article Open access 29 September 2023 Article: 39

    

41. Hybrid quantum ResNet for car classification and its hyperparameter optimization

    • Asel Sagingalieva
    • Mo Kordzanganeh
    • David Von Dollen

    Research Article Open access 29 September 2023 Article: 38

    

42. A quantum “black box” for entropy calculation

    • Michal Koren
    • Oded Koren
    • Or Peretz

    Research Article Open access 31 August 2023 Article: 37

    

43. Data re-uploading with a single qudit

    • Noah L. Wach
    • Manuel S. Rudolph
    • Sebastian Schmitt

    Research Article Open access 14 August 2023 Article: 36

    

44. Comparing quantum and classical machine learning for Vector Boson Scattering background reduction at the Large Hadron Collider

    • Davide Cugini
    • Dario Gerace
    • Davide Valsecchi

    Research Article Open access 09 August 2023 Article: 35

    

45. Classical splitting of parametrized quantum circuits

    • Cenk Tüysüz
    • Giuseppe Clemente
    • Karl Jansen

    Research Article Open access 01 August 2023 Article: 34

    

46. Quantum boosting using domain-partitioning hypotheses

    • Sagnik Chatterjee
    • Rohan Bhatia
    • Debajyoti Bera

    Research Article 27 July 2023 Article: 33

    

47. The effect of the processing and measurement operators on the expressive power of quantum models

    • Aikaterini (Katerina) Gratsea
    • Patrick Huembeli

    Research Article 27 July 2023 Article: 32

    

48. Rapid training of quantum recurrent neural networks

    • Michał Siemaszko
    • Adam Buraczewski
    • Magdalena Stobińska

    Research Article Open access 24 July 2023 Article: 31

    

49. Quantum reinforcement learning via policy iteration

    • El Amine Cherrat
    • Iordanis Kerenidis
    • Anupam Prakash

    Research Article 19 July 2023 Article: 30

    

50. Estimating the degree of non-Markovianity using variational quantum circuits

    • Hossein T. Dinani
    • Diego Tancara
    • Raul Coto

    Research Article 17 July 2023 Article: 29