Conditional deep generative models as surrogates for spatial field solution reconstruction with quantified uncertainty in Structural Health Monitoring applications. - Nicholas E. Silionis; Theodora Liangou; Konstantinos N. Anyfantis (CoRR, 2023)

Surrogate modeling for stochastic crack growth processes in structural health monitoring applications. - Nicholas E. Silionis; Konstantinos N. Anyfantis (CoRR, 2023)

A Value of Information-based assessment of strain-based thickness loss monitoring in ship hull structures. - Nicholas E. Silionis; Konstantinos N. Anyfantis (CoRR, 2025)