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Author

Mert Sehri

Observed name: Sehri, Mert
Observed institution: University of Ottawa
ORCID: 0000-0003-4781-1719
Observed ORCID: 0000-0003-4781-1719
OpenAlex ID: A5046493511
A roadmap to fault diagnosis of industrial machines via machine learning: A brief review
2024 · Govind Vashishtha, Sumika Chauhan, et al. · Measurement · 84
University of Ottawa constant load and speed rolling-element bearing vibration and acoustic fault signature datasets
2023 · Mert Sehri, Patrick Dumond, et al. · Data in Brief · 67
University of Ottawa constant and variable speed electric motor vibration and acoustic fault signature dataset
2024 · Mert Sehri, Patrick Dumond · Data in Brief · 54
Advancing machine fault diagnosis: a detailed examination of convolutional neural networks
2024 · Govind Vashishtha, Sumika Chauhan, et al. · Measurement Science and Technology · 50
University of Ottawa Ball-Bearing Vibration and Acoustic Fault Data Under Constant Load and Speed Conditions (UODS-VAFDC): Experimental Setup
2023 · Mert Sehri, Patrick Dumond, et al. · SSRN Electronic Journal · 12
Selective embedding for deep learning
2025 · Mert Sehri, Zehui Hua, et al. · Knowledge-Based Systems · 9
An accelerometer-based dataset for monitoring slag in steel manufacturing
2025 · Mert Sehri, Lucas Mantuan Ayres, et al. · BMC Research Notes · 5
PDF
Industrial steel slag flow data loading method for deep learning applications
2025 · Mert Sehri, Ana Beatriz Cardoso, et al. · Expert Systems with Applications · 4
Exploring Rolling Element Bearing Data Collection and Algorithm Hyperparameters for Machine Learning-Based Fault Diagnosis
2025 · Mert Sehri, Patrick Dumond · International Journal of Prognostics and Health Management · 3
PDF
Towards a Universal Vibration Analysis Dataset
2025 · Mert Sehri, Igor Varejão, et al. · International Journal of Prognostics and Health Management · 3
PDF
Integrating Spatial and Temporal Features for Bearing Fault Diagnosis
2025 · Mert Sehri, Niousha Khalilian, et al. · International Journal of Prognostics and Health Management · 2
Physics-informed unit-normalized selective embedding with harmonic loss for fault identification using vibration and acoustic signals
2026 · Mert Sehri · Mechanical Systems and Signal Processing · 1
PDF
Influence of data loading strategies on multi sensor vibration gearbox fault diagnosis under limited data conditions
2026 · Mert Sehri, Tongtong Yan, et al. · The International Journal of Advanced Manufacturing Technology · 1
Evolving Teamwork Roles and Gender Dynamics in Engineering Courses 2022-2024
2025 · Leah Kristufek, Mert Sehri, et al. · Proceedings of the Canadian Engineering Education Association (CEEA) · 1
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Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion
2025 · Sehri, Mert, Ertargin, Merve, et al. · arXiv (Cornell University) · 1
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Optimizing Rolling Element Bearing Data Collection and Algorithm Hyperparameters for Machine Learning
2024 · Mert Sehri, Patrick Dumond · SSRN Electronic Journal · 1
Design of a Data Fusion and Deep Transfer Learning Test Rig for Roller Bearings Diagnosis and Prognosis
2023 · Mert Sehri, Patrick Dumond, et al. · 1
Selective embedding for data-efficient deep learning in medical image classification
2026 · Mert Sehri, Efe Cakir, et al. · International Journal of Data Science and Analytics
Data Efficient Deep Learning for Rolling Element Bearing Fault Diagnosis
2026 · Sehri, Mert · uO Research (University of Ottawa)
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A Semi-Self-Supervised Framework for Universal Multi-Domain Machinery Fault Diagnosis via Unit Normalized Selective Embedding and Cross-Domain Contrastive Alignment
2026 · Mert Sehri
The AI Playground: A Universal Design for Learning Approach to AI Education in Engineering
2026 · Mert Sehri, Karen Hakko, et al. · Proceedings of the Canadian Engineering Education Association (CEEA)
PDF
Computational Sustainability as a Framework for a Bioelectromagnetically Conscious Urban Microenvironment
2026 · Duncan McCrae, Amanda Beraldo Brandao De Souza, et al. · Sustainability
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A novel group correlation property and its optimized quantification framework for interpretable health monitoring
2026 · Tongtong Yan, Mert Sehri, et al. · Reliability Engineering & System Safety
Spatial Radio Frequency Power Measurement on the University of Ottawa Campus Using Accessible Components
2026 · McRae, Duncan, Sehri, Mert, et al. · Mendeley Data
Digital Twin-University of Ottawa Induction Motor Synthetic Dataset (DT- UOIMSD)
2026 · Sehri, Mert · Mendeley Data
Works count: 39
Citation count: 302
H-index: 6
I10-index: 5
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