Mohammed Mallik tariqulh.mallik@gmail.com

Identifiants chercheurs

IdHAL :

mthassam

ORCID :

0000-0003-1854-9483

Publications

Article dans une revue (5)

Fast Field Strength Prediction Using Modern Machine Learning in European Cities From Few RF-EMF Measurements: A Neural Tangent Kernel Perspective Mohammed Mallik,Jorn Schampheleer,Laurent Clavier,Margot Deruyck IEEE Access, 2025, 13, pp.131003-131014. ⟨10.1109/ACCESS.2025.3589492⟩ Article dans une revue hal-05272896v1
EMF Aware Reinforcement Learning for Base Station Deployment Using Conditional GANs Mohammed Mallik,Guillaume Villemaud IEEE Access, 2025, 14, pp.3806-3820. ⟨10.1109/ACCESS.2025.3648583⟩ Article dans une revue hal-05466694v1
Fast Channel Estimation by Infinite Width Convolutional Networks Guillaume Villemaud,Mohammed Mallik Electronics Letters, 2025, 61, ⟨10.1049/ell2.70385⟩ Article dans une revue hal-05312534v1
EME-CNTK: Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction Mohammed Mallik,Benjamin Allaert,E. Egea-Lopez,D.P. Gaillot,J. Wiartet al. IEEE Access, 2024, 12, pp.49476-49488. ⟨10.1109/ACCESS.2024.3380835⟩ Article dans une revue hal-04537011v1
Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs Mohammed Mallik,Angesom Ataklity Tesfay,Benjamin Allaert,Rédha Kassi,Esteban Egea-Lopezet al. Sensors, 2022, 22 (24), pp.9643. ⟨10.3390/s22249643⟩ Article dans une revue hal-03919067v1

Communication dans un congrès (8)

Deep Learning Based Received Signal Strength Estimation Mohammed Mallik,Guillaume Villemaud ICMLCN 2025 - IEEE International Conference on Machine Learning for Communication and Networking, IEEE, May 2025, Barcelona, Spain Communication dans un congrès hal-05008809v1
Realistic EMF Exposure Estimation from Low Density Sensor Network by Finite & Infinite Neural Networks M. Mallik,Laurent Clavier,Davy Gaillot 2025 19th European Conference on Antennas and Propagation (EuCAP), Mar 2025, Stockholm, Sweden. pp.1-5, ⟨10.23919/EuCAP63536.2025.10999838⟩ Communication dans un congrès hal-05150287v1
[Best paper award] GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks Mohammed Mallik,Davy Gaillot,Laurent Clavier 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2024, Valencia, Italy. pp.1-5, ⟨10.1109/PIMRC59610.2024.10817428⟩ Communication dans un congrès hal-04916145v1
Deep Learning-based Successive Interference Cancellation to Improve Uplink in LoRa Networks Angesom Ataklity Tesfay,Eric Pierre Simon,Mohammed Mallik,Virginie Deniau,Laurent Clavier Fourth IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2024), 2024, Madrid, Spain. pp.179-183 Communication dans un congrès hal-04618668v1
A Comparative Analysis of Single-Input Single-Output Stationarity Time and Pathloss in Suburban Environments for Vehicle-to-Infrastructure Channel Using Veneris Ray-Tracing and Real Data Nor El Islam Dahmouni,Mohammed Mallik,Pierre Laly,Esteban Egea-Lopez,Davy P Gaillot The Thirteenth International Conference on Advances in Vehicular Systems, Technologies and Applications VEHICULAR 2024, International Academy, Research, and Industry Association (IARIA), Mar 2024, Athens (Greece), Greece. pp.6 Communication dans un congrès hal-04503246v1
EME-GAN: A Conditional Generative Adversarial Network based Indoor EMF Exposure Map Reconstruction Mohammed Mallik,Benjamin Allaert,Angesom Tesfay,Davy Gaillot,Joe Wiartet al. 29Â Colloque sur le traitement du signal et des image, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.745-748 Communication dans un congrès hal-04210419v1
Récepteur multiutilisateur basé sur l'apprentissage profond pour améliorer la liaison montante dans les réseaux LoRa A. A. Tesfay,Mohammed Mallik,Eric Pierre Simon,Laurent Clavier 29ème Colloque Francophone du Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble, France Communication dans un congrès hal-04553760v1
EME-Net: A U-net-based Indoor EMF Exposure Map Reconstruction Method Mohammed Mallik,Sofiane Kharbech,Taghrid Mazloum,Shanshan Wang,Joe Wiartet al. 2022 16th European Conference on Antennas and Propagation (EuCAP), Mar 2022, Madrid, Spain. pp.1-5, ⟨10.23919/EuCAP53622.2022.9769645⟩ Communication dans un congrès hal-03670201v1