3 papers
cs.AI2026
Prediction certification cannot replace explanation certification: a competence envelope for trustworthy AI under compound stress
Nataliya Shakhovska, Ivan Izonin, Stergios-Aristoteles Mitoulis
Artificial intelligence systems increasingly make consequential judgments - which patient is deteriorating, which building is safe to enter, whether an image is authentic and are t…
cs.CY2025
AI and Remote Sensing for Resilient and Sustainable Built Environments: A Review of Current Methods, Open Data and Future Directions
Ubada El Joulani, Tatiana Kalganova, Stergios-Aristoteles Mitoulis +1
Critical infrastructure, such as transport networks, underpins economic growth by enabling mobility and trade. However, ageing assets, climate change impacts (e.g., extreme weather…
physics.soc-ph2025
Threat-Agnostic Resilience: Framing and Application for Critical Infrastructure
Benjamin D. Trump, Stergios Mitoulis, Sotirios Argyroudis +7
Critical infrastructure is not indestructible. Threats, both emergent and systemic, have propagated beyond historical norms that risk mitigation efforts alone cannot alleviate. Int…