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Nicholas E. Silionis

5 papers hereh-index 7104 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedConditional deep generative models as surrogates for spatial field solution reconstruction with quantified uncertainty in Structural Health Monitoring applications

17 citations · 19 across the 5 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2025

A hierarchical Bayesian approach for population-based structural health monitoring in ship hull structures

Georgios Aravanis, Nicholas Silionis, Jacopo Bardiani +3

Structural health monitoring (SHM) strategies involve the processing of structural response data to indirectly assess an asset's condition. These strategies can be enhanced for a g…

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★ 2 cited

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.