Mohammed Mallik

According to our database, Mohammed Mallik authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Base Station Deployment under EMF constrain by Deep Reinforcement learning.

Mohammed Mallik, Guillaume Villemaud

CoRR, January, 2026

Urban Air Quality Prediction With Infinite Width Convolutional Networks.

Mohammed Mallik, Guillaume Villemaud, Emilio Ramos-Sorroche, Esteban Egea-López

IEEE Access, 2026

EMF Aware Reinforcement Learning for Base Station Deployment Using Conditional GANs.

Mohammed Mallik, Guillaume Villemaud

IEEE Access, 2026

2025

Channel Estimation by Infinite Width Convolutional Networks.

Mohammed Mallik, Guillaume Villemaud

CoRR, April, 2025

Comparative analysis of Realistic EMF Exposure Estimation from Low Density Sensor Network by Finite & Infinite Neural Networks.

Mohammed Mallik, Laurent Clavier, Davy Paul Gaillot

CoRR, April, 2025

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

2024

Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction.

Mohammed Mallik, Benjamin Allaert, Esteban Egea-López, Davy Paul Gaillot, Joe Wiart, Laurent Clavier

IEEE Access, 2024

GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks.

Mohammed Mallik, Davy Paul Gaillot, Laurent Clavier

Proceedings of the 35th IEEE International Symposium on Personal, 2024

Deep Learning-based Successive Interference Cancellation to Improve Uplink in LoRa Networks.

Angesom Ataklity Tesfay, Eric Pierre Simon, Mohammed Mallik, Virginie Deniau, Laurent Clavier

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

2022

Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs.

Mohammed Mallik, Angesom Ataklity Tesfay, Benjamin Allaert, Rédha Kassi, Esteban Egea-López, Jose Maria Molina Garcia Pardo, Joe Wiart, Davy Paul Gaillot, Laurent Clavier

Sensors, 2022