Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Machine-learning-based modeling of saturated flow boiling in pin-fin micro heat sinks with expanding flow passages

MARKAL B., KARABACAK Y. E., EVCİMEN A.
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER , vol.158, 2024 (SCI-Expanded) identifier identifier

Investigating the Effects of Oil Additives on the Tribological Performance of Hydrodynamic Journal Bearings: A Study With Hazelnut Oil in Boundary and Mixed Lubrication Regimes

Baş H., Karabacak Y. E.
LUBRICATION SCIENCE , pp.1-28, 2024 (SCI-Expanded)

Predicting mechanical behavior of different thin-walled tubes using data-driven models

KULEYİN H., KARABACAK Y. E., GÜMRÜK R.
Materials Today Communications , vol.40, 2024 (SCI-Expanded) identifier

Intelligent milling tool wear estimation based on machine learning algorithms

Karabacak Y. E.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY , vol.38, no.2, pp.1-16, 2024 (SCI-Expanded) identifier identifier

Prediction of friction coefficient and torque in self-lubricating polymer radial bearings produced by additive manufacturing: A machine learning approach

BAŞ H., KARABACAK Y. E.
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY , vol.237, no.11, pp.2014-2038, 2023 (SCI-Expanded) identifier identifier

Machine learning-based prediction of friction torque and friction coefficient in statically loaded radial journal bearings

BAŞ H., KARABACAK Y. E.
TRIBOLOGY INTERNATIONAL , vol.186, 2023 (SCI-Expanded) Sustainable Development identifier identifier

Assessing the Influence of Micro Lubricant Additives on Worm Gearbox Power Consumption: A Tribological Investigation Utilizing Hazelnut Oil-Based Lubricants

Karabacak Y. E., Baş H.
TRIBOLOGY TRANSACTIONS , pp.1-19, 2023 (SCI-Expanded)

Triboinformatic modeling of the friction force and friction coefficient in a cam-follower contact using machine learning algorithms

BAŞ H., KARABACAK Y. E.
Tribology International , vol.181, 2023 (SCI-Expanded) identifier identifier

Deep learning-based CNC milling tool wear stage estimation with multi-signal analysis

KARABACAK Y. E.
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY , vol.25, no.3, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Experimental investigation of efficiency of worm gears and modeling of power loss through artificial neural networks

Karabacak Y. E., Baş H.
Measurement: Journal of the International Measurement Confederation , vol.202, 2022 (SCI-Expanded) identifier identifier

Common spatial pattern-based feature extraction and worm gear fault detection through vibration and acoustic measurements

Karabacak Y. E., Gürsel Özmen N.
MEASUREMENT , vol.187, 2022 (SCI-Expanded) identifier identifier

Intelligent worm gearbox fault diagnosis under various working conditions using vibration, sound and thermal features

Karabacak Y. E., Gürsel Özmen N., Gümüşel L.
APPLIED ACOUSTICS , vol.186, 2022 (SCI-Expanded) identifier identifier

WORM GEAR CONDITION MONITORING AND FAULT DETECTION FROM THERMAL IMAGES VIA DEEP LEARNING METHOD

Karabacak Y. E., GÜRSEL ÖZMEN N., GÜMÜŞEL L.
Eksploatacja I Niezawodnosc-Maintenance And Reliability , vol.22, no.3, pp.544-556, 2020 (SCI-Expanded) Creative Commons License identifier identifier

Investigation of the Effects of Boron Additives on the Performance of Engine Oil

Baş H., Karabacak Y. E.
TRIBOLOGY TRANSACTIONS , vol.57, no.4, pp.740-748, 2014 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

A New Bearing Fault Diagnosis Approach based on Common Spatial Pattern Features

GÜRSEL ÖZMEN N., KARABACAK Y. E.
ENGINEERING SCIENCES , vol.12, no.4, pp.1545-1557, 2023 (Peer-Reviewed Journal) identifier

Rulmanlarda Titreşim Verilerinden Durum İzleme Ve Ariza Teşhisi İçin Derin Öğrenme Yönteminin Uygulanmasi

GÜRSEL ÖZMEN N., Karabacak Y. E.
SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , vol.10, no.2, pp.346-365, 2022 (Peer-Reviewed Journal) identifier

Investigation of Tribological Properties of TiO2, MoS2 and CaF2 Particles as Vegetable Oil Additives and Their Effects on Gearbox Performance

Baş H., Karabacak Y. E.
Journal of Bio- and Tribo-Corrosion , vol.8, no.2, 2022 (Scopus) identifier

Refereed Congress / Symposium Publications in Proceedings

PREDICTION OF ISOBARIC MOLAR HEAT CAPACITY OF ETHYL OCTANOATE AND ETHYL DECANOATE USING LINEAR REGRESSION AND SUPPORT VECTOR MACHINE

Gülüm M., Karabacak Y. E.
14TH INTRENATIONAL CONFERENCE ON “RECENT ENGINEERING AND TECHNOLOGY – 2023” (ICRET - 2023), Bengaluru, India, 25 June - 25 September 2023, pp.34

Prediction of Speed of Sound of Biodiesel-Alcohol Blends using Artificial Neural Networks and Support Vector Machine

KARABACAK Y. E., GÜLÜM M.
International Conference on Innovation in Engineering & Management: Sustainability Through Creativity & Innovation (ICIEM’23), Mesra (Ranchi), India, 1 - 02 June 2023, pp.69

ESTIMATING SURFACE TENSION AND REFRACTIVE INDEX OF BIODIESEL ALCOHOL BLENDS: A COMPARATIVE STUDY OF LINEAR REGRESSION AND REGRESSION TREES

GÜLÜM M., KARABACAK Y. E.
11th INTERNATIONAL CONFERENCE ON CONTEMPORARY ENGINEERING AND TECHNOLOGY – 2023, Chennai, India, 1 - 02 May 2023, pp.55-64

Makina Tasarımındaki Güncel Gelişmeler ve Gelecekteki Beklentiler

Karabacak Y. E., Baş H.
9. ULUSLARARASI MÜHENDİSLİK VE TEKNOLOJİ YÖNETİMİ KONGRESİ, İstanbul, Turkey, 29 April - 01 May 2023, pp.755-766 Creative Commons License

Modeling Liquid Thermal Conductivity of Binary Mixtures Containing Methyl Myristate and n-Alkanes Using Artificial Neural Networks

Gülüm M., Karabacak Y. E.
2nd International Conference on Energy Resources and Technologies for Sustainable Development, Bengaluru, India, 27 April - 28 September 2023, pp.74

Performance Comparison of ANN Based Fault Detection of Worm Gears on Different Data Sets

Karabacak Y. E., Gürsel Özmen N., Gümüşel L.
The 11th International Symposium on Intelligent Manufacturing and Service Systems (IMSS), Sakarya, Turkey, 27 - 29 May 2021, pp.668-680

Classification of Worm Gearbox Faults by SVM and K-NN

Karabacak Y. E., Gürsel Özmen N., Gümüşel L.
11th International Symposium on Intelligent Manufacturing and Service Systems, Sakarya, Turkey, 27 - 29 May 2021, pp.657-667

Sonsuz Vidalı Redüktörlerin Kestirimci ve Önleyici Bakım Çalışmalarına Yönelik Geliştirilmiş Bir Deney Düzeneği

Karabacak Y. E., GÜRSEL ÖZMEN N., GÜMÜŞEL L.
International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), Antalya, Turkey, 20 April 2019, pp.18

Rulmanlarda Bilezik Arızalarının Yapay Sinir Ağları ile Tespiti ve Sınıflandırılması

karabacak Y. E., KAHRAMAN H. T., GÜMÜŞEL L., YILMAZ C.
Akıllı sistemlerde yenilikler ve uygulamaları, 5 - 07 October 2017

Books & Book Chapters

Data-Driven Predictive Modeling of Cylinder Pressure: A Comparative Analysis of Gaussian Process Regression, Artificial Neural Networks, and Ensembles of Trees

GÜLÜM M., KARABACAK Y. E.
in: Interdisciplinary studies on contemporary research practices in engineering in the 21st century-IV, Prof. Dr. Kamil Kaygusuz, Editor, Özgür Yayınları, Gaziantep, pp.49-65, 2023

MACHINE LEARNING MODELLING OF ISENTROPIC COMPRESSIBILITY OF BINARY BLENDS OF OXYGENATED ADDITIVES AND HYDROCARBONS

GÜLÜM M., KARABACAK Y. E.
in: International Theory, Research and Reviews in Engineering - October 2023, Prof. Dr. Coşkun ÖZALP, Assoc. Prof. Dr. Selahattin BARDAK, Editor, Serüven Yayınevi, Ankara, pp.21-32, 2023

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Publication

28

Citation (WoS)

155

H-Index (WoS)

8

Citation (Scopus)

188

H-Index (Scopus)

8

Citiation (TrDizin)

1

H-Index (TrDizin)

1

Project

3

Open Access

1
UN Sustainable Development Goals