Quantum Generative Adversarial Networks for learning and loading random distributions

• Parameterized quantum circuits as universal generative models for continuous multivariate distributions

  2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

  11

  citations
• Gradients and frequency profiles of quantum re-uploading models

  2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  8

  citations
• Modern Power System Risk Assessment Using Quantum Computing

  2024 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) conference-paper Engineering Power System Reliability and Maintenance Open access

  2

  citations
• Next Generation Power System Planning and Operation With Quantum Computation

  2024 IEEE Access article Computer Science Quantum Computing Algorithms and Architecture Open access

  24

  citations
• Hyperparameter importance and optimization of quantum neural networks across small datasets

  2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

  26

  citations
• Impact of quantum noise on the training of quantum Generative Adversarial Networks

  2023 Journal of Physics Conference Series conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  23

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets

  2022 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  10

  citations

8 results