Publications

• Communication dans un congrès

Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens

Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

Machine Learning (ML) architectures have been applied to several applications that involve sensitive data, where a guarantee of users' data privacy is required. Differentially Private Stochastic Gradient Descent (DPSGD) is the state-of-the-art method to train privacy-preserving models. However…

International Joint Conference on Neural Networks (IJCNN 2023), Jun 2023, Gold Coast, Australia. ⟨10.1109/IJCNN54540.2023.10191743⟩. ⟨hal-04202435⟩

• Article dans une revue

The Effect of C60 and Pentacene Adsorbates on the Electrical Properties of CVD Graphene on SiO2

Jacopo Oswald, Davide Beretta, Michael Stiefel, Roman Furrer, Dominique Vuillaume, Michel Calame

Graphene is an excellent 2D material for vertical organic transistors electrodes due to its weak electrostatic screening and field-tunable work function, in addition to its high conductivity, flexibility and optical transparency. Nevertheless, the interaction between graphene and other carbon-based…

Nanomaterials, 2023, 13 (6), pp.1134. ⟨10.3390/nano13061134⟩. ⟨hal-04041239⟩

• Article dans une revue

High-field 1/f noise in hBN-encapsulated graphene transistors

A. Schmitt, D. Mele, M. Rosticher, T. Taniguchi, K. Watanabe, C. Maestre, C. Journet, V. Garnier, Gwendal Fève, J. Berroir, Christophe Voisin, B. Plaçais, Emmanuel Baudin

Low-frequency 1/f noise in electronics is a conductance fluctuation, that has been expressed in terms of a mobility ”α-noise” by Hooge and Kleinpenning. Understanding this noise in graphene is a key towards high-performance electronics. Early investigations in diffusive graphene have pointed out a…

Physical Review B, 2023, 107 (16), pp.L161104. ⟨10.1103/PhysRevB.107.L161104⟩. ⟨hal-04086406⟩

• Article dans une revue

Effects of Reaction Parameters on the Geometry and Crystallinity of Hydrothermally Synthesized ZnO Nanorods for Bio-Fouling Applications

Abderrahmane Hamdi, Chin Sing Lim, Mohamed Aymen Ben Achour, Ali Ahmed Alshehri, Mervat Alamri, D. Deresmes, Serena Lay-Ming Teo, Denis Remiens, El Hadj Dogheche

In this present work, we have successfully synthesized vertical aligned ZnO nanorod arrays (ZnO NRs) on conductive stainless-steel substrate. These ZnO NRs were obtained by using a low temperature, low cost, and eco-friendly hydrothermal approach. The effect of the sol-gel deposited ZnO seed layer…

Coatings, 2023, This article belongs to the Special Issue Deposition and Applications of Protective Films and Coatings, 13 (1), pp.200. ⟨10.3390/coatings13010200⟩. ⟨hal-03952029⟩

• Chapitre d'ouvrage

Generalizations

Leonard Dobrzynski, Housni Al Wahsh, Abdellatif Akjouj

Resonance, Elsevier, pp.205-211, 2023, ⟨10.1016/B978-0-44-319144-2.00017-8⟩. ⟨hal-04070656⟩

• Article dans une revue

Enhanced Near-Infrared Photoresponse for Efficient Organic Solar Cells Using Hybrid Plasmonic Nanostructures

Yanglin Zhao, Yiran Luo, Shiwei Wu, Chi Wang, Najat Ahmidayi, Gaëtan Lévêque, Xavier Portier, Tao Xu

Nonfullerene organic solar cells (OSCs) have recently made remarkable progress as one of the most promising next-generation photovoltaic technologies. Still, it is highly desirable to enhance the light harvesting for the sake of photoactive layer with a limited thickness. In this work, we developed…

Physica E: Low-dimensional Systems and Nanostructures, 2023, 146, pp.115534. ⟨10.1016/j.physe.2022.115534⟩. ⟨hal-03683597⟩

• Article dans une revue

Computational model for predicting structural stability and stress transfer of a new SiGe stressor technique for NMOS devices

Thomas Bordignon, Blandine Duriez, Nicolas Guitard, Romain Duru, Clément Pribat, Jérôme Richy, Shay Reboh, Siddhartha Dhar, Frédéric Monsieur, Thibaud Fache, Zdenek Chalupa, Jean-Michel Hartmann, Pascal Chevalier, Yannick Roelens, Francois Danneville, Sébastien Crémer

A new method to induce tensile stress in a PDSOI NMOS device for RF applications is proposed, which is based on relaxing a SiGe layer built underneath silicon. By means of TCAD simulations, we demonstrate that stress transfer from SiGe to Si occurs by means of at least two different mechanisms:…

Solid-State Electronics, 2023, 210, pp.108787. ⟨10.1016/j.sse.2023.108787⟩. ⟨hal-04253696⟩

• Communication dans un congrès

Récepteur Wake-up radio basé sur des réseaux de neurones à impulsions pour la détection de séquence

Guillaume Marthe, Claire Goursaud, Laurent Clavier

La consommation énergétique est un point critique dans le domaine de l'Internet des Objets. La Wake-Up Radio permet de laisser le plus possible les noeuds en mode veille et de les réveiller seulement si besoin. Malheureusement, les wakeup radios actuels utilisent des microcontroleurs toujours…

CoRes 2023 - 8èmes Rencontres Francophones sur la Conception de protocoles, l'évaluation de performances et l'expérimentation de Réseaux de communication, May 2023, Cargese, France. pp.1-4. ⟨hal-04090633⟩

• Article dans une revue

Millimetric waves communications for Railways

Marion Berbineau, Nicholas Attwood, François Gallée, Patrice Pajusco, Qianrui Li, Hervé Bonneville, Semah Mabrouki, Iyad Dayoub, D. Seetharamdoo

Transportation Research Procedia, 2023, 72, pp.1248-1255. ⟨10.1016/j.trpro.2023.11.584⟩. ⟨hal-04434496⟩

• Article dans une revue

Microwave Optomechanically Induced Transparency and Absorption Between 250 and 450 mK

Sumit Kumar, Dylan Cattiaux, Eddy Collin, Andrew Fefferman, Xin Zhou

High-quality microwave amplifiers and notch-filters can be made from microwave optomechanical systems in which a mechanical resonator is coupled to a microwave cavity by radiation pressure. These amplifiers and filters rely on optomechanically induced transparency (OMIT) and absorption (OMIA),…

Journal of Low Temperature Physics, 2023, 210, pp.562-572. ⟨10.1007/s10909-022-02671-6⟩. ⟨hal-03554556⟩