17 citations · 19 across the 4 of their papers we have counts for
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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…
cs.LG2023★ 17 cited
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
In recent years, increasingly complex computational models are being built to describe physical systems which has led to increased use of surrogate models to reduce computational c…