Zobrazeno 1 - 9
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pro vyhledávání: '"Laprade, Jean Frédéric"'
Autor:
Vieloszynski, Alexis, Cherkaoui, Soumaya, Laprade, Jean-Frédéric, Nahman-Lévesque, Oliver, Aaraba, Abdallah, Wang, Shengrui
Quantum machine learning consists in taking advantage of quantum computations to generate classical data. A potential application of quantum machine learning is to harness the power of quantum computers for generating classical data, a process essent
Externí odkaz:
http://arxiv.org/abs/2409.14622
Autor:
Aaraba, Abdallah, Cherkaoui, Soumaya, Ahmad, Ola, Laprade, Jean-Frédéric, Nahman-Lévesque, Olivier, Vieloszynski, Alexis, Wang, Shengrui
Forecasting in probabilistic time series is a complex endeavor that extends beyond predicting future values to also quantifying the uncertainty inherent in these predictions. Gaussian process regression stands out as a Bayesian machine learning techn
Externí odkaz:
http://arxiv.org/abs/2408.12007
Classical GAN architectures have shown interesting results for solving anomaly detection problems in general and for time series anomalies in particular, such as those arising in communication networks. In recent years, several quantum GAN architectu
Externí odkaz:
http://arxiv.org/abs/2310.05307
This paper applies a quantum machine learning technique to predict mobile users' trajectories in mobile wireless networks using an approach called quantum reservoir computing (QRC). Mobile users' trajectories prediction belongs to the task of tempora
Externí odkaz:
http://arxiv.org/abs/2301.08796
Autor:
Laprade, Jean Frédéric
Mémoire numérisé par la Division de la gestion de documents et des archives de l'Université de Montréal.
Externí odkaz:
http://hdl.handle.net/1866/8025
Using density-functional theory with the hybrid functional B3LYP, we investigate the electronic properties of polymers with diketo-pyrrolo-pyrrole (DPP) unit. We note that some of the polymers studied have LUCO energy similar to the C70-PCBM, or even
Externí odkaz:
http://arxiv.org/abs/0911.0224
Autor:
Provencher, Francoise, Laprade, Jean-Frederic, Simard, Gabrielle, Berube, Nicolas, Cote, Michel, Silva, Carlos
Publikováno v:
J. Chem. Phys. 137, 034706 (2012)
We examine the interdependence of structural and electronic properties of two substituted pyrene crystals by means of combined spectroscopic probes and density-functional theory calculations. One derivative features n-hexyl side groups, while the oth
Externí odkaz:
http://arxiv.org/abs/0911.0037
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Publikováno v:
Physica Status Solidi (C); Jan2009, Vol. 6 Issue 1, p93-96, 4p