Charles Moussa
Promovendus/ gast
- Naam
- Dr. C. Moussa
- Telefoon
- +31 71 527 2727
- c.moussa@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-5387-564X
Promovendus/ gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Bonet-Monroig X., Wang H., Vermetten D.L., Senjean B., Moussa C., Bäck T.H.W., Dunjko V. & O'Brien T.E. (2023), Performance comparison of optimization methods on variational quantum algorithms, Physical Review A 107(3): 032407.
- Moussa C. (11 oktober 2023), Algorithm selection and configuration for Noisy Intermediate Scale Quantum methods for industrial applications (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en): Dunjko V. & Bäck T.W.H.
- Moussa C., Gordon M.H., Baczyk M., Cerezo M., Cincio L. & Coles P.J. (2023), Resource frugal optimizer for quantum machine learning. arXiv. [working paper].
- Moussa C., Rijn J.N. van, Bäck T.H.W. & Dunjko V. (2022), Hyperparameter importance of quantum neural networks across small datasets. In: Pascal P. & Ienco D. (red.) Discovery Science. nr. 13601 Cham: Springer. 32-46.
- Moussa C., Wang H., Bäck T.H.W. & Dunjko V (2022), Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm, EPJ Quantum Technology 9: 11.
- Moussa C., Wang H., Calandra H., Bäck T.H.W. & Dunjko V. (2020), Tabu-driven quantum neighborhood samplers. Zarges C. & Verel S. (red.), Evolutionary computation in combinatorial optimization. 21st European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2021 7 april 2021 - 9 april 2021. arXiv nr. 12692. Cham: Springer. 100-119.
- Moussa C., Calandra H. & Dunjko V. (2020), To quantum or not to quantum: towards algorithm selection in near-term quantum optimization, Quantum Science and Technology 5(4): 044009.
- Moussa C., Calandra H. & Humble T.S. (2019), Function Maximization with Dynamic Quantum Search. Feld S. & Linnhoff-Popien C. (red.), Quantum Technology and Optimization Problems. QTOP 2019 18 maart 2019 - 21 maart 2019 nr. LNCS 11413. Cham: Springer International Publishing. 86-95.