Mohammed Mallik

11 papers B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Base Station Deployment under EMF constrain by Deep Reinforcement learning.
CoRR
Mohammed Mallik, Guillaume Villemaud
2026 J jnl
EMF Aware Reinforcement Learning for Base Station Deployment Using Conditional GANs.
IEEE Access
Mohammed Mallik, Guillaume Villemaud
2026 J jnl
Urban Air Quality Prediction With Infinite Width Convolutional Networks.
IEEE Access
Mohammed Mallik, Guillaume Villemaud, Emilio Ramos-Sorroche, Esteban Egea-López
2025 J jnl
Channel Estimation by Infinite Width Convolutional Networks.
CoRR
Mohammed Mallik, Guillaume Villemaud
2025 J jnl
Comparative analysis of Realistic EMF Exposure Estimation from Low Density Sensor Network by Finite & Infinite Neural Networks.
CoRR
Mohammed Mallik, Laurent Clavier, Davy Paul Gaillot
2025 J jnl
Fast Field Strength Prediction Using Modern Machine Learning in European Cities From Few RF-EMF Measurements: A Neural Tangent Kernel Perspective.
IEEE Access
Mohammed Mallik, Jorn Schampheleer, Laurent Clavier, Margot Deruyck
2024 — conf
Deep Learning-based Successive Interference Cancellation to Improve Uplink in LoRa Networks.
MeditCom
Angesom Ataklity Tesfay, Eric Pierre Simon, Mohammed Mallik, Virginie Deniau, Laurent Clavier
2024 B conf
GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks.
PIMRC
Mohammed Mallik, Davy Paul Gaillot, Laurent Clavier
2024 J jnl
GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks.
CoRR
Mohammed Mallik, Davy Paul Gaillot, Laurent Clavier
2024 J jnl
Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction.
IEEE Access
Mohammed Mallik, Benjamin Allaert, Esteban Egea-López, Davy Paul Gaillot, Joe Wiart, Laurent Clavier
2022 J jnl
Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs.
Sensors
Mohammed Mallik, Angesom Ataklity Tesfay, Benjamin Allaert, Rédha Kassi, Esteban Egea-López, Jose Maria Molina Garcia Pardo, Joe Wiart, Davy Paul Gaillot, Laurent Clavier