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F. Catbas

6 papers hereh-index 272.9k citations137 works total

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

author position
  • middle author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedCycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection

94 citations · 222 across the 6 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

3 papers · 2 filters

cs.LG2021★ 8 cited

Generative Adversarial Networks for Labelled Vibration Data Generation

Furkan Luleci, F. Necati Catbas, Onur Avci

As Structural Health Monitoring (SHM) being implemented more over the years, the use of operational modal analysis of civil structures has become more significant for the assessmen…

cs.LG2021★ 27 cited

Generative Adversarial Networks for Data Generation in Structural Health Monitoring

Furkan Luleci, F. Necati Catbas, Onur Avci

Structural Health Monitoring (SHM) has been continuously benefiting from the advancements in the field of data science. Various types of Artificial Intelligence (AI) methods have b…

cs.LG2021★ 91 cited

Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection

Furkan Luleci, F. Necati Catbas, Onur Avci

There has been a major advance in the field of Data Science in the last few decades, and these have been utilized for different engineering disciplines and applications. Artificial…

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