S. Mitoulis

Operationalizing resilience for sustainable infrastructure governance across the life cycle

Sustainability and resilience expectations for infrastructure are escalating faster than the regulatory frameworks meant to deliver them. This mismatch is most acute for ageing critical infrastructure. Yet, adaptation decisions remain fragmented because resilience and sustainability operate on fundamentally different...

BridgeDiff: A two-stage conditional diffusion model for bridge point clouds completion

Not All Synthetic Data Are Equal: Expert-Committee Audit Screening for Imbalanced Crash-Injury-Severity Prediction in Automated Driving Systems

Findings supporting a shift from quantity-oriented augmentation to credibility-aware sample acceptance for ADS safety prediction and risk governance support a shift from quantity-oriented augmentation to credibility-aware sample acceptance.

Occlusion-induced risk and interventions in pedestrian-autonomous truck interactions on multi-lane roads: A virtual reality study

The results showed that ATs increased perceived risk and encouraged more cautious crossing behavior, suggesting a risk-compensation effect, but this compensation was weakened under rainy conditions, where braking-related safety margins were reduced.