Qiskit: An open-source framework for quantum computing G Aleksandrowicz, T Alexander, P Barkoutsos, L Bello, Y Ben-Haim, ... Accessed on: Mar 16, 61, 2019 | 867 | 2019 |
The power of quantum neural networks A Abbas, D Sutter, C Zoufal, A Lucchi, A Figalli, S Woerner Nature Computational Science 1 (6), 403-409, 2021 | 657 | 2021 |
Quantum generative adversarial networks for learning and loading random distributions C Zoufal, A Lucchi, S Woerner npj Quantum Information 5 (1), 103, 2019 | 357* | 2019 |
Option pricing using quantum computers N Stamatopoulos, DJ Egger, Y Sun, C Zoufal, R Iten, N Shen, S Woerner Quantum 4, 291, 2020 | 277 | 2020 |
Iterative quantum amplitude estimation D Grinko, J Gacon, C Zoufal, S Woerner npj Quantum Information 7 (1), 52, 2021 | 155* | 2021 |
Variational Quantum Boltzmann Machines C Zoufal, A Lucchi, S Woerner Quantum Machine Intelligence 3 (7), 2021 | 108 | 2021 |
Simultaneous perturbation stochastic approximation of the quantum fisher information J Gacon, C Zoufal, G Carleo, S Woerner Quantum 5, 567, 2021 | 91 | 2021 |
Quantum Optimization: Potential, Challenges, and the Path Forward A Abbas, A Ambainis, B Augustino, A Bärtschi, H Buhrman, C Coffrin, ... arXiv preprint arXiv:2312.02279, 2023 | 39 | 2023 |
A variational quantum algorithm for the Feynman-Kac formula H Alghassi, A Deshmukh, N Ibrahim, N Robles, S Woerner, C Zoufal Quantum 6, 730, 2022 | 30 | 2022 |
Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection C Zoufal, RV Mishmash, N Sharma, N Kumar, A Sheshadri, A Deshmukh, ... Quantum 7, 909, 2023 | 24 | 2023 |
Error bounds for variational quantum time evolution C Zoufal, D Sutter, S Woerner Physical Review Applied 20 (4), 044059, 2023 | 21 | 2023 |
Quantum-Enhanced Simulation-Based Optimization J Gacon, C Zoufal, S Woerner 2020 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2020 | 16 | 2020 |
Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits A Letcher, S Woerner, C Zoufal arXiv preprint arXiv:2309.12681, 2023 | 15* | 2023 |
Generative Quantum Machine Learning C Zoufal arXiv preprint arXiv:2111.12738, 2021 | 14 | 2021 |
Quantum generative adversarial networks for anomaly detection in high energy physics E Bermot, C Zoufal, M Grossi, J Schuhmacher, F Tacchino, S Vallecorsa, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 8 | 2023 |
Quantum kernel alignment with stochastic gradient descent G Gentinetta, D Sutter, C Zoufal, B Fuller, S Woerner 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 6 | 2023 |
Simulation-based optimization on a quantum computer S Woerner, C Zoufal, DJ Egger, P Barkoutsos, I Tavernelli US Patent 11,494,532, 2022 | 5 | 2022 |
Quantum circuits for discrete graphical models N Piatkowski, C Zoufal Quantum Machine Intelligence, 2024 | 4 | 2024 |
Tight and efficient gradient bounds for parameterized quantum circuits A Letcher, S Woerner, C Zoufal Machine Learning and Quantum Physics Workshop, 2023 | 3 | 2023 |
Stochastic Approximation of Variational Quantum Imaginary Time Evolution J Gacon, C Zoufal, G Carleo, S Woerner 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 3 | 2023 |