123 citations · 129 across the 8 of their papers we have counts for
3 papers · 1 filter
Graph Attention Networks with Physical Constraints for Anomaly Detection
Mohammadhossein Homaei, Iman Khazrak, Ruben Molano +2
Water distribution systems (WDSs) face increasing cyber-physical risks, which make reliable anomaly detection essential. Many data-driven models ignore network topology and are har…
Conformal Prediction-Driven Adaptive Sampling for Digital Water Twins
Mohammadhossein Homaei, Mehran Tarif, Pablo Garcia Rodriguez +2
Digital Twins (DTs) for Water Distribution Networks (WDNs) require accurate state estimation with limited sensors. Uniform sampling often wastes resources across nodes with differe…
The Dark Side of Digital Twins: Adversarial Attacks on AI-Driven Water Forecasting
Mohammadhossein Homaei, Victor Gonzalez Morales, Oscar Mogollon-Gutierrez +1
Digital twins (DTs) are improving water distribution systems by using real-time data, analytics, and prediction models to optimize operations. This paper presents a DT platform des…