Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Sofiene Jerbi"'
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-7 (2024)
Abstract Quantum machine learning is often highlighted as one of the most promising practical applications for which quantum computers could provide a computational advantage. However, a major obstacle to the widespread use of quantum machine learnin
Externí odkaz:
https://doaj.org/article/0c143bca09b04e6d85d7e79d20a6718c
Autor:
Francesco Preti, Michael Schilling, Sofiene Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Felix Motzoi, Hans J. Briegel
Publikováno v:
Quantum, Vol 8, p 1343 (2024)
Shortening quantum circuits is crucial to reducing the destructive effect of environmental decoherence and enabling useful algorithms. Here, we demonstrate an improvement in such compilation tasks via a combination of using hybrid discrete-continuous
Externí odkaz:
https://doaj.org/article/272939a155be473089a4f6e37b0da189
Autor:
Sofiene Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-8 (2023)
Comparing the capabilities of different quantum machine learning protocols is difficult. Here, the authors show that different learning models based on parametrized quantum circuits can all be seen as quantum linear models, thus driving general concl
Externí odkaz:
https://doaj.org/article/be9a37f1040943988bb2f3b9570a8b1a
Autor:
Rym Gribaa, Marwen Kacem, Sami Ouannes, Wiem Majdoub, Houssem Thabet, Imen Ben Ali, Aymen Elheraiche, Mehdi Slim, Sihem Hmissa, Elyes Neffati, Taieb Cherif, Chokri Kortas, Jamli Marah, Sofiene Jerbi
Publikováno v:
Journal of Cardiothoracic Surgery, Vol 16, Iss 1, Pp 1-5 (2021)
Abstract Background Cardiac Hibernomas are very rare benign tumors and usually remain asymptomatic. Neonatal cardiogenic shock due to cardiac tumors is extremely very rare. Until this date a few cases of cardiac hibernoma have been reported in the li
Externí odkaz:
https://doaj.org/article/d11f43a07ac94f099eed46800ec6a9e4
Publikováno v:
Quantum, Vol 6, p 720 (2022)
Quantum machine learning (QML) has been identified as one of the key fields that could reap advantages from near-term quantum devices, next to optimization and quantum chemistry. Research in this area has focused primarily on variational quantum algo
Externí odkaz:
https://doaj.org/article/6ee7ac386f8547db86c5aa16a5dc4df7
Autor:
Sana Fennira, Hela Sarray, Sofiene Kammoun, Aymen Zoubli, Yassmine Kammoun, Sondos Kraiem, Sofiene Jerbi
Publikováno v:
International Journal of Infectious Diseases, Vol 78, Iss , Pp 31-33 (2019)
Isolated cardiac location is an uncommon presentation of echinococcosis (0.5-2%), and involvement of the interventricular septum is even rarer. It may lead to various complications because of rupture and embolization. We report the case of a 26 - yea
Externí odkaz:
https://doaj.org/article/ff15e42467704f3da93b25663200b199
Publikováno v:
PRX Quantum, Vol 2, Iss 1, p 010328 (2021)
Quantum algorithms have been successfully applied to provide computational speed ups to various machine-learning tasks and methods. A notable exception to this has been deep reinforcement learning (RL). Deep RL combines the power of deep neural netwo
Externí odkaz:
https://doaj.org/article/2837aa45135f47eeabbbfc10a14fc03d
Autor:
Imen Ben Ali, Sofiene Jerbi, Taieb Cherif, E. Neffati, Mehdi Slim, Aymen Elheraiche, Marwen Kacem, Jamli Marah, H. Thabet, R. Gribaa, Wiem Majdoub, S. Ouannes, Chokri Kortas, Sihem Hmissa
Publikováno v:
Journal of Cardiothoracic Surgery, Vol 16, Iss 1, Pp 1-5 (2021)
Journal of Cardiothoracic Surgery
Journal of Cardiothoracic Surgery
Background Cardiac Hibernomas are very rare benign tumors and usually remain asymptomatic. Neonatal cardiogenic shock due to cardiac tumors is extremely very rare. Until this date a few cases of cardiac hibernoma have been reported in the literature.
Autor:
Sofiene Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko
Machine learning algorithms based on parametrized quantum circuits are prime candidates for near-term applications on noisy quantum computers. In this direction, various types of quantum machine learning models have been introduced and studied extens
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eea6504a2f075a3edceed627722b94a8
Autor:
Nadia Jaidane, Thierry Naas, Rémy A. Bonnin, Bechir Ben Radhia, Wejdene Mansour, Olfa Bouallegue, Sofiene Jerbi, Noureddine Boujaafar
Publikováno v:
International Journal of Antimicrobial Agents. 51:266-269
Acinetobacter baumannii is an opportunistic pathogen in healthcare facilities responsible for nosocomial infections mostly in immunocompromised patients. Colistin resistance is increasingly reported worldwide in A. baumannii. Here we describe the in