Preprint: Fuzzy-GNN and PINN-based Modeling of Water Infrastructure under SCADA Blackout Conditions
A preprint presenting an adaptive hybrid GNN+PINN+fuzzy model for resilient water infrastructure under SCADA data loss.
Jun 10, 2025
Adaptive AI for Water Utilities: From SCADA to Digital Twins
Presentation of a hybrid AI framework combining GNNs, PINNs, and SCADA for real-time water distribution optimization and leak detection.
May 12, 2025
Visualizing Smart Water Systems with AI & GIS
How I combine Plotly, Mermaid, and structured data to explain GNN-PINN models and SCADA behavior in water distribution.
Apr 30, 2025
Hybrid AI Models for Adaptive Water Infrastructure: GNN and PINN Integration with SCADA Signals
Hybrid GNN-PINN models integrated with SCADA data improve real-time diagnostics and adaptive management of water supply networks.
Dec 10, 2024