Dual-parameterized quantum circuit GAN model in high energy physics SY Chang, S Herbert, S Vallecorsa, EF Combarro, R Duncan
EPJ Web of Conferences 251, 03050, 2021
26 2021 Bell Diagonal and Werner state generation: Entanglement, non-locality, steering and discord on the IBM quantum computer E Riedel Gårding, N Schwaller, CL Chan, SY Chang, S Bosch, F Gessler, ...
Entropy 23 (7), 797, 2021
19 2021 Impact of quantum noise on the training of quantum generative adversarial networks K Borras, SY Chang, L Funcke, M Grossi, T Hartung, K Jansen, ...
Journal of Physics: Conference Series 2438 (1), 012093, 2023
16 2023 Quantum generative adversarial networks in a continuous-variable architecture to simulate high energy physics detectors SY Chang, S Vallecorsa, EF Combarro, F Carminati
arXiv preprint arXiv:2101.11132, 2021
11 2021 Approximately equivariant quantum neural network for p4m group symmetries in images SY Chang, M Grossi, B Le Saux, S Vallecorsa
2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023
10 2023 Dynamical localization simulated on actual quantum hardware A Pizzamiglio, SY Chang, M Bondani, S Montangero, D Gerace, ...
Entropy 23 (6), 654, 2021
10 2021 Running the Dual-PQC GAN on noisy simulators and real quantum hardware SY Chang, E Agnew, E Combarro, M Grossi, S Herbert, S Vallecorsa
Journal of Physics: Conference Series 2438 (1), 012062, 2023
7 2023 Symmetry breaking in geometric quantum machine learning in the presence of noise C Tüysüz, SY Chang, M Demidik, K Jansen, S Vallecorsa, M Grossi
arXiv preprint arXiv:2401.10293, 2024
5 2024 Quantum convolutional circuits for earth observation image classification SY Chang, B Le Saux, S Vallecorsa, M Grossi
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
5 2022 Quantum generative adversarial networks SY Chang, S Vallecorsa, S Herbert, EF Combarro, F Carminati
4th Inter-experiment machine learning workshop, 2020
2 2020 arXiv : Approximately Equivariant Quantum Neural Network for SY Chang, M Grossi, S Vallecorsa, BL Saux
2023 Quantum Machine Learning for Earth Observation Images SY Chang
2023 Hybrid Quantum-Classical Networks for Reconstruction and Classification of EO Images SY Chang
2022 arXiv: Impact of quantum noise on the training of quantum Generative Adversarial Networks K Borras, C Tüysüz, K Jansen, S Kühn, M Grossi, SY Chang, L Funcke, ...
2022 IEEE: Quantum Convolutional Circuits for Earth Observation Image Classification SY Chang, M Grossi, B Le Saux, S Vallecorsa
2022 arXiv: Quantum Generative Adversarial Networks in a Continuous-Variable Architecture to Simulate High Energy Physics Detectors SY Chang, F Carminati, EF Combarro, S Vallecorsa
2021 Quantum CNN for multi-class classification SY Chang
