Search Results - "Luleci, Furkan"

Generative adversarial networks for labeled acceleration data augmentation for structural damage detection by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…There have been major advances in the field of data science in the last few decades, and these have been utilized for different engineering disciplines and…”
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A literature review: Generative adversarial networks for civil structural health monitoring by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…Structural Health Monitoring (SHM) of civil structures has been constantly evolving with novel methods, advancements in data science, and more accessible…”
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Extended Reality (XR) for Condition Assessment of Civil Engineering Structures: A Literature Review by Catbas, Fikret Necati, Luleci, Furkan, Zakaria, Mahta, Bagci, Ulas, LaViola, Jr, Joseph J, Cruz-Neira, Carolina, Reiners, Dirk

“…Condition assessment of civil engineering structures has been an active research area due to growing concerns over the safety of aged as well as new civil…”
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Generative Adversarial Networks for Data Generation in Structural Health Monitoring by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…Structural Health Monitoring (SHM) has been continuously benefiting from the advancements in the field of data science. Various types of Artificial…”
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Effect of structural repairs on the load rating and reliability of a prestressed concrete bridge by Debees, Marwan, Luleci, Furkan, Catbas, F. Necati

“…Prestressed girders often deteriorate over time due to environmental and man-made stressors, lowering the strength and serviceability of bridge structures…”
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On the Generation of Digital Data and Models from Point Clouds: Application to a Pedestrian Bridge Structure by Catbas, F. Necati, Cano, Jacob Anthony, Luleci, Furkan, Walters, Lori C., Michlowitz, Robert

“…This study investigates the capture of digital data and the development of models for structures with incomplete documentation and plans. LiDAR technology is…”
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Bringing site to the office: Decision-making in infrastructure management through virtual reality by Luleci, Furkan, Catbas, F. Necati

“…This paper introduces a Virtual Meeting Environment (VME) leveraging Virtual Reality and investigates its impact on decision-making during infrastructure…”
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CycleGAN for undamaged-to-damaged domain translation for structural health monitoring and damage detection by Luleci, Furkan, Necati Catbas, F., Avci, Onur

“…•A new application is proposed and demonstrated with large scale experiments.•Undamaged-to-Damaged domain translation of dynamic responses are…”
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Improved undamaged-to-damaged acceleration response translation for Structural Health Monitoring by Luleci, Furkan, Avci, Onur, Catbas, F. Necati

“…Unpaired image-to-image translation is a popular research topic in computer vision and graphics. Recently, the authors of this paper took a similar approach…”
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Fusing infrastructure health monitoring data in point cloud by Luleci, Furkan, Chi, Jiapeng, Cruz-Neira, Carolina, Reiners, Dirk, Catbas, F. Necati

“…This paper presents a unique approach to data fusion in the condition assessment of civil infrastructure systems. The approach fuses dynamic monitoring sensor…”
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A brief introductory review to deep generative models for civil structural health monitoring by Luleci, Furkan, Catbas, F. Necati

“…Abstract The use of deep generative models (DGMs) such as variational autoencoders, autoregressive models, flow-based models, energy-based models, generative…”
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Investigating the Increase in Load Rating and Reliability of a Prestressed Concrete Bridge When Utilizing Field-Derived Distribution and Impact Factors by Debees, Marwan, Luleci, Furkan, Dong, Chuan-Zhi, Necati Catbas, F.

“…When the load rating of a bridge is less than 1.0 for AASHTO HL-93 live load and state-specific legal trucks, the bridge is posted. Posting a bridge causes an…”
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Condition transfer between prestressed bridges using structural state translation for structural health monitoring by Luleci, Furkan, Necati Catbas, F

“…Implementing Structural Health Monitoring (SHM) systems with extensive sensing layouts on all civil structures is obviously expensive and unfeasible. Thus,…”
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Structural State Translation: Condition Transfer between Civil Structures Using Domain-Generalization for Structural Health Monitoring by Luleci, Furkan, Catbas, F. Necati

“…Using Structural Health Monitoring (SHM) systems with extensive sensing arrangements on every civil structure can be costly and impractical. Various concepts…”
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Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…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…”
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CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…The recent advances in the data science field in the last few decades have benefitted many other fields including Structural Health Monitoring (SHM)…”
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Generative Adversarial Networks for Data Generation in Structural Health Monitoring by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…Structural Health Monitoring (SHM) has been continuously benefiting from the advancements in the field of data science. Various types of Artificial…”
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Generative Adversarial Networks for Labelled Vibration Data Generation by Luleci, Furkan, Catbas, F. Necati, Avci, Onur

“…As Structural Health Monitoring (SHM) being implemented more over the years, the use of operational modal analysis of civil structures has become more…”
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Structural Health Monitoring of a Foot Bridge in Virtual Reality Environment by Luleci, Furkan, Li, Liangding, Chi, Jiapeng, Reiners, Dirk, Cruz-Neira, Carolina, Catbas, F. Necati

“…Ageing civil infrastructure systems require imminent attention before any failure mechanism becomes critical. Structural Health Monitoring (SHM) is employed to…”
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Active Vibration Control of Beam and Plates by Using Piezoelectric Patch Actuators by Lüleci, İbrahim Furkan

“…Conformal airborne antennas have several advantages compared to externally mounted antennas, and they will play an important role in future aircrafts. However,…”
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