Publications

Articles

Analytical-to-AI pipeline: Modeling and optimization of entropy generation in pulsating non-Newtonian heat flow

Altunkaya A. N., Ozkat E. C., Avci M.
COMPUTERS & MATHEMATICS WITH APPLICATIONS, vol.205, pp.195-211, 2026 (SCI-Expanded, Scopus)

Direct Contact Liquid Cooling for Thermal Management of Printed Coplanar Waveguide Lines

Firat Ö. F., AlTaher M. S., Gess J., Weller T.
IEEE MICROWAVE AND WIRELESS TECHNOLOGY LETTERS, vol.35, no.12, pp.1949-1952, 2025 (SCI-Expanded, Scopus)

Benchmarking ML Approaches for Earthquake-Induced Soil Liquefaction Classification

Can N. K., Özkat E. C., Ceryan N., Ceryan S.
APPLIED SCIENCES-BASEL, vol.15, no.21, 2025 (SCI-Expanded, Scopus) Sustainable Development

Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model

Yilmaz Y., Gul F.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, vol.9, no.5, pp.3233-3243, 2025 (SCI-Expanded, Scopus)

A spatial decision making framework using neutrosophic VIKOR for wind energy investment in Turkey

EROĞLU H.
SCIENTIFIC REPORTS, vol.15, no.1, 2025 (SCI-Expanded, Scopus)

Effects of 5 G mobile phone network electromagnetic field exposure on testicular endoplasmic reticulum stress and the protective role of coenzyme Q10

Yilmaz H., Tümkaya L., Mercantepe T., Yılmaz A., Gül F., Suzan Z.
ARCHIVES OF MEDICAL RESEARCH, vol.56, no.4, pp.103157, 2025 (SCI-Expanded, Scopus)

Decision making methods used for improving power quality to meet the sustainable energy targets

Eroglu H., Kurtulus O., Can O.
ENERGY & ENVIRONMENT, vol.36, no.1, pp.499-539, 2025 (SSCI, Scopus) Sustainable Development

Enhancing Mammography Images with Artificial Intelligence to Improve Radiological Diagnosis in Breast Cancer

GÜL F., UÇAR M., HÜRSOY N.
Black Sea Journal of Engineering and Science, vol.8, no.1, 2025 (TRDizin)

Photodiode Signal Patterns: Unsupervised Learning for Laser Weld Defect Analysis

Özkat E. C.
Processes, vol.13, no.1, pp.121-141, 2025 (SCI-Expanded, Scopus) Sustainable Development

YOLO V8 Algoritması ile Otomatik Plaka Tanıma ve Görselleştirme Sistemi

GÜL F., Serttaş E.
INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES, vol.18, no.1, pp.1-10, 2025 (TRDizin) Sustainable Development

Neuro-inspired hardware solutions for high-performance computing: A TiO2-based nano-synaptic device approach with backpropagation

Yilmaz Y., Gül F.
Integration, vol.97, 2024 (SCI-Expanded, Scopus)

Characterization of Additively Manufactured Suspended Finite Ground CPW Interconnects Enhanced by Femtosecond Laser Micromachining

Firat Ö. F., Wang J., Weller T.
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, vol.14, no.6, pp.965-972, 2024 (SCI-Expanded, Scopus)

Vibration data-driven anomaly detection in UAVs: A deep learning approach

Özkat E. C.
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, vol.54, 2024 (SCI-Expanded, Scopus) Sustainable Development

An overview memristor based hardware accelerators for deep neural network

Gökgöz B., GÜL F., Aydın T.
Concurrency and Computation: Practice and Experience, vol.36, no.9, 2024 (SCI-Expanded, Scopus)

Machine learning driven optimization and parameter selection of multi-surface HTS Maglev

Özkat E. C., Abdioglu M., Öztürk U. K.
PHYSICA C-SUPERCONDUCTIVITY AND ITS APPLICATIONS, vol.616, 2024 (SCI-Expanded, Scopus) Sustainable Development

Optimizing Memristor-Based Synaptic Devices for Enhanced Energy Efficiency and Accuracy in Neuromorphic Machine Learning

Gokgoz B., AYDIN T., GÜL F.
IEEE ACCESS, vol.12, pp.154401-154417, 2024 (SCI-Expanded, Scopus)

Investigating The Impact of Renewable Energy Sources on Networked Microgrids Using Probabilistic Load Flow

İSKENDEROĞLU A., GÜL Ö.
All Sciences Proceedings, vol.7, no.10, pp.445-449, 2023 (Peer-Reviewed Journal)

Extended 2-D Magnetic Field Modeling of Linear Motor to Investigate the Magnetic Force Parameters of High-Speed Superconducting Maglev

Öztürk U. K., Abdioğlu M., Ozkat E. C., Mollahasanoglu H.
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, vol.33, no.4, 2023 (SCI-Expanded, Scopus) Sustainable Development

High-Efficiency X-ray Sensing with Recyclable Perovskite-Graphene Heterostructured Transistors

Shirley K., Tsai H., Cucciniello N., Bird J., Jia Q., Torres E., et al.
ACS ENERGY LETTERS, vol.8, no.7, pp.3161-3170, 2023 (SCI-Expanded, Scopus) Sustainable Development

A data-driven predictive maintenance model to estimate RUL in a multi-rotor UAS

Özkat E. C., Bektas O., Nielsen M. J., La Cour-Harbo A.
INTERNATIONAL JOURNAL OF MICRO AIR VEHICLES, vol.15, 2023 (SCI-Expanded, Scopus) Sustainable Development

A Method to Classify Steel Plate Faults Based on Ensemble Learning

Özkat E. C.
Journal of Materials and Mechatronics:A (Online), vol.3, no.2, pp.240-256, 2022 (TRDizin) Sustainable Development

Multi-criteria decision analysis for wind power plant location selection based on fuzzy AHP and geographic information systems

EROĞLU H.
ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, vol.23, no.12, pp.18278-18310, 2021 (SCI-Expanded, Scopus)

Versatility of Laser Enhanced Direct Print Additive Manufacturing

Firat Ö. F., Tipton R., Bhethanabotla V., Wang J., Weller T.
Society for Imaging Science and Technology, vol.37, pp.32-36, 2021 (Peer-Reviewed Journal)

Machine learning models to estimate the elastic modulus of weathered magmatic rocks

Ceryan N., Özkat E. C., Korkmaz Can N., Ceryan S.
ENVIRONMENTAL EARTH SCIENCES, vol.80, no.12, 2021 (SCI-Expanded) Sustainable Development

Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics

EROĞLU H., OĞUZ Y.
Balkan Journal of Electrical and Computer Engineering, vol.9, no.2, pp.161-170, 2021 (TRDizin)

Makine Öğrenmesi Metodolojisi Kullanılarak Yüksek Hızlı Rulmanlarda Sağlık Göstergesinin Belirlenmesi

Özkat E. C.
Avrupa Bilim ve Teknoloji Dergisi, no.22, pp.176-183, 2021 (TRDizin) Sustainable Development

Nano-scale single layer TiO2-based artificial synaptic device

Gul F.
APPLIED NANOSCIENCE, vol.10, no.2, pp.611-616, 2020 (SCI-Expanded, Scopus)

Addressing the sneak-path problem in crossbar RRAM devices using memristor-based one Schottky diode-one resistor array

Gul F.
RESULTS IN PHYSICS, vol.12, pp.1091-1096, 2019 (SCI-Expanded, Scopus)

Laser dimpling process parameters selection and optimization using surrogate-driven process capability space

Ozkat E. C., Franciosa P., Ceglarek D.
OPTICS AND LASER TECHNOLOGY, vol.93, pp.149-164, 2017 (SCI-Expanded) Sustainable Development

Development of decoupled multi-physics simulation for laser lap welding considering part-to-part gap

Ozkat E. C., Franciosa P., Ceglarek D.
JOURNAL OF LASER APPLICATIONS, vol.29, no.2, 2017 (SCI-Expanded) Sustainable Development

Papers Published in Refereed Scientific Meetings

A Feature-Based Deep Learning Approach for Pump Leakage Diagnosis

Ak Ö., Özkat E. C.
6th International Conference on Frontiers in Academic Research, Konya, Turkey, 16 - 17 December 2025, pp.1241-1247, (Full Text) Sustainable Development

Voxel-Based Finite Element Analysis of Distortion in SLM Lattice Structures

Özkat E. C.
7th International Conference on Scientific and Academic Research, Konya, Turkey, 23 - 24 December 2025, pp.387-392, (Full Text) Sustainable Development

Low-Loss Suspended Crossover Interconnects using Laser Enhanced Direct Print Additive Manufacturing

Firat Ö. F., Abdin M. M., Wang J., Weller T. M.
IEEE 20th Wireless and Microwave Technology Conference (WAMICON), Florida, United States Of America, 8 - 09 April 2019, (Full Text)

Scalogram-Driven Deep Learning for Reliable Fault Diagnosis in Rotating Machinery

Yılmaz A., Özkat E. C.
Rize Trade and Economy Summit and Congress, Rize, Turkey, 22 - 23 October 2025, (Full Text) Sustainable Development

Optimization of Microchannel Heat Transfer Using PSO–ANN and GWO

Özkat E. C.
4th International Conference on Modern and Advanced Research, Konya, Turkey, 6 - 07 November 2025, (Full Text) Sustainable Development

Laser-Assisted and Additively Manufactured Multilayer Metal-Insulator-Metal Capacitors

Firat Ö. F., Wang J., Weller T.
IEEE 22nd Annual Wireless and Microwave Technology Conference (WAMICON), Florida, United States Of America, 27 - 28 April 2022, (Full Text)

Low-Cost IoT Mesh Network for RealTime Indoor Air Quality Monitoring

Gül F., Eroğlu H.
IEEE 9th International Conference on Communication and Electronics Systems ICCES 2024 , Tamil Nadu, India, 16 - 18 December 2024, pp.1, (Full Text) Sustainable Development

Additively Manufactured, Low Loss 20 GHz DC Contact RF MEMS Switch Using Laterally Actuated, Fix-Free Beam

Firat Ö. F., Wang J., Weller T. M.
IEEE MTT-S International Microwave Symposium (IMS), ELECTR NETWORK, 7 - 25 June 2021, pp.135-137, (Full Text)

Probabilistic Power Flow Analysis of Power Systems with PV and Wind Using Monte Carlo Method

İSKENDEROĞLU A., Gül Ö.
10th International Conference on Electrical and Electronics Engineering, ICEEE 2023, İstanbul, Turkey, 8 - 10 May 2023, pp.480-485, (Full Text)

The Comparison Of Machine Learning Algorithms In Estimation Of Remaining Useful Life

Özkat E. C.
IXTH INTERNATIONAL MAINTENANCETECHNOLOGIES CONGRESS AND EXHIBITION, Denizli, Turkey, 26 - 28 September 2019, vol.704, pp.613-620, (Full Text) Sustainable Development

Increasing the Electrical Vehicle Efficiency with Genetic Algorithm

EROĞLU H., OĞUZ Y., KAPLAN E., GÜL F., ŞİMŞEK C.
8th International Advanced Technologies Symposium (IATS17), 19 - 21 October 2017, (Full Text)

Dizel Araç Egzoz Sisteminin AVL Fire CFD Programı ile Modellenmesi

Özkat E. C., Sürmen A.
ULIBTK 2013 19. Ulusal Isı Bilimleri ve Tekniği Kongresi, Samsun, Turkey, 9 - 12 September 2013, (Full Text) Sustainable Development

Metal-Oxide Based Nano-Electronic Synaptic Devices for Brain-Like Computing

GÜL F.
5th International Conference on Materials Science and Nanotechnology For Next Generation (MSNG2018), KAPADOKYA/NEVŞEHİR, Turkey, 4 - 06 October 2018, (Summary Text)

A framework for physics-driven in-process monitoring of penetration and interface width in laser overlap welding

Ozkat E. C., Franciosa P., Ceglarek D.
27th CIRP Design Conference, Cranfield, England, 10 - 12 May 2017, vol.60, pp.44-49, (Full Text) Sustainable Development

Additively Manufactured Metal-Insulator-Metal Capacitors using a High-K Dielectric Paste

Fırat Ö. F., Wang J., Weller T.
2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI), Colorado, United States Of America, 10 July 2022 - 15 September 2025, pp.1596-1597, (Full Text)

Memristive Synapses as Building Blocks of Neuromorphic Artificial Intelligence (AI) Hardware

Gül F.
IEEE-8th International Artificial Intelligence and Data Processing Symposium, Malatya, Turkey, 21 - 22 September 2024, pp.1-5, (Full Text)

Sensor Classification for CO2 Detection in IoT-Enabled Indoor Air Quality Monitoring Systems

Gül F., Eroğlu H.
IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote Sensing Technology (AGERS-2024), Manado, Indonesia, 13 - 14 December 2024, pp.1, (Full Text) Sustainable Development

Deep Learning-Based Propeller Sound Classification Using GoogLeNet

Yılmaz A., Özkat E. C.
6th International Conference on Innovative Academic Studies, Konya, Turkey, 12 - 13 March 2025, pp.376-383, (Full Text) Sustainable Development

Geometric Optimization of Plate-Fin Manifolds using Response Surface Methodology

ÖZKAT E. C.
Selcuk 11th International Conference on Applied Sciences, Konya, Turkey, 13 - 15 December 2024, pp.197-208, (Full Text) Sustainable Development

Positional Health Assessment of Collaborative Robots Based on Long Short-Term Memory Auto-Encoder (LSTMAE) Network

Hasan N., Webb L., Chinanthai M. K., Hossain M. A., Özkat E. C., Tokhi M. O., et al.
26th International Conference series on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2023, Florianopolis, Brazil, 2 - 04 October 2023, vol.811, pp.323-335, (Full Text) Sustainable Development

A Study of Ensemble Learning and Wavelet Scattering for Bearing Fault Detection

Özkat E. C.
International Materials Engineering and Advanced Manufacturing Technologies Congress, İstanbul, Turkey, 15 - 16 October 2022, pp.190-195, (Full Text)

Integrating Condition Monitoring and Deep Learning for Diesel Engine Fault Diagnostics

ÖZKAT E. C.
Bursa 4th International Conference on Mathematics and Engineering, Bursa, Turkey, 24 - 26 January 2025, pp.298, (Summary Text)

A Degradation Model to Predict the Remaining Useful Life of Bearings

Özkat E. C.
International Conference on AI and Big Data in Engineering Applications, İstanbul, Turkey, 14 - 15 June 2021, pp.227-239, (Full Text) Sustainable Development

Books & Book Chapters

GENETİK ALGORİTMANIN MEKANİK TASARIM PROBLEMLERİNİN ÇÖZÜMÜNDE KULLANIMI

Özkat E. C., Aktürk C. (Editor)
in: Herkes İçin Genetik Algoritma, Aktürk Cemal, Editor, Nobel Yayın Dağıtım, Ankara, pp.147-174, 2021 Sustainable Development

Meta-Heuristics Based Automatic Generation Controller In Interconnected Power Systems With Renewable Energy Sources

Can Ö., Eroğlu H., Öztürk A.
in: Comprehensive Metaheuristics, Seyedali Mirjalili,Amir Gandomi, Editor, Elsevier Science, Oxford/Amsterdam , Amsterdam, pp.293-311, 2023

Genetic Algorithm for Route Optimization

Türkoğlu B., Eroğlu H.
in: Applied Genetic Algorithm and Its Variants, Nilanjan Dey, Editor, Springer Nature, Singapore, pp.51-79, 2023 Sustainable Development