3 papers
eess.SP2025
G-PIFNN: A Generalizable Physics-informed Fourier Neural Network Framework for Electrical Circuits
Ibrahim Shahbaz, Mohammad J. Abdel-Rahman, Eman Hammad
Physics-Informed Neural Networks (PINNs) have advanced the data-driven solution of differential equations (DEs) in dynamic physical systems, yet challenges remain in explainability…
cs.NI2025
A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks
Mayukh Roy Chowdhury, Eman Hammad, Lauri Loven +3
In the ensuing ultra-dense and diverse environment in future \ac{6G} communication networks, it will be critical to optimize network resources via mechanisms that recognize and cat…
cs.MA2025
Situational Awareness for Safe and Robust Multi-Agent Interactions Under Uncertainty
Benjamin Alcorn, Eman Hammad
Multi-agent systems are prevalent in a wide range of domains including power systems, vehicular networks, and robotics. Two important problems to solve in these types of systems ar…