| 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 | 30 | 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 | 23 | 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 | 14 | 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 | 12 | 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 | 8 | 2023 |
| 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 | 8 | 2022 |
| Symmetry breaking in geometric quantum machine learning in the presence of noise C Tüysüz, SY Chang, M Demidik, K Jansen, S Vallecorsa, M Grossi PRX Quantum 5 (3), 030314, 2024 | 6 | 2024 |
| Quantum generative adversarial networks SY Chang, S Vallecorsa, S Herbert, EF Combarro, F Carminati 4th Inter-experiment machine learning workshop, 2020 | 2 | 2020 |
| A Study on Quantum Graph Neural Networks Applied to Molecular Physics S Piperno, A Ceschini, SY Chang, M Grossi, S Vallecorsa, M Panella arXiv preprint arXiv:2408.03427, 2024 | | 2024 |
| Latent Style-based Quantum GAN for high-quality Image Generation SY Chang, S Thanasilp, BL Saux, S Vallecorsa, M Grossi arXiv preprint arXiv:2406.02668, 2024 | | 2024 |
| arXiv : Approximately Equivariant Quantum Neural Network for Group Symmetries in Images 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 |
| 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 | | |
