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eess.SY2026
Generalizability of Learning-based Occupancy Detection in Residential Buildings (extended version)
Mahsa Farjadnia, Katayoun Eshkofti, Albin Apell +4
This paper investigates non-intrusive occupancy detection methods for residential buildings using environmental sensor data from the KTH Live-In Lab in Stockholm, Sweden. Three mac…
eess.SY2025
Modeling and Physics-Enhanced Fault Detection in Wastewater Pump Stations
Katayoun Eshkofti, Henrik Sandberg, Mikael Nilsson +1
Monitoring wastewater pump stations is essential because they are critical infrastructure. However, monitoring is still often performed manually due to the lack of suitable algorit…
eess.SY2025
Vanishing Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems
Katayoun Eshkofti, Matthieu Barreau
In a more connected world, modeling multi-agent systems with hyperbolic partial differential equations (PDEs) offers a compact, physics-consistent description of collective dynamic…