3 papers
stat.AP2025
Value of Information-based assessment of strain-based thickness loss monitoring in ship hull structures
Nicholas E. Silionis, Konstantinos N. Anyfantis
Recent advances in Structural Health Monitoring (SHM) have attracted industry interest, yet real-world applications, such as in ship structures remain scarce. Despite SHM's potenti…
stat.AP2024
On decision-theoretic model assessment for structural deterioration monitoring
Nicholas E. Silionis, Konstantinos N. Anyfantis
As data from monitored structures become increasingly available, the demand grows for it to be used efficiently to add value to structural operation and management. One way in whic…
stat.ML2023
Surrogate modeling for stochastic crack growth processes in structural health monitoring applications
Nicholas E. Silionis, Konstantinos N. Anyfantis
Fatigue crack growth is one of the most common types of deterioration in metal structures with significant implications on their reliability. Recent advances in Structural Health M…