Yayınlar & Eserler

Yayın Ağı
Makaleler 20
Tümü (20)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (17)
ESCI (1)
Scopus (18)
TRDizin (2)

1. An Investigation into the Abrasive Waterjet Cutting of Rocks: Improving the Cutting Performance and Leveraging the Machine Learning Algorithms for Modelling

Rogai I., KARAKURT İ., AYDIN G., KARABACAK Y. E., Avci B. D., KAYA S.
Mining, Metallurgy and Exploration , cilt.42, sa.5, ss.2943-2962, 2025 (SCI-Expanded) identifier identifier

2. A machine learning approach for predicting flexural strength in short carbon fiber reinforced PLA composites

KARABACAK Y. E., VATANDAŞ B. B., GÜMRÜK R.
INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM , 2025 (ESCI) identifier

3. Modeling and optimization of the declineation angle generated by abrasive waterjet multi-pass and forward angling cuttings using machine learning

Rogai I., KARAKURT İ., AYDIN G., KARABACAK Y. E., Roudini A., Demir Avci B.
Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering , 2025 (SCI-Expanded) identifier identifier

4. 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 , cilt.37, ss.61-77, 2025 (SCI-Expanded) identifier

5. 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 , cilt.158, 2024 (SCI-Expanded, Scopus) identifier identifier

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

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

7. Intelligent milling tool wear estimation based on machine learning algorithms

Karabacak Y. E.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY , cilt.38, sa.2, ss.1-16, 2024 (SCI-Expanded) identifier identifier

8. 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 , cilt.237, sa.11, ss.2014-2038, 2023 (SCI-Expanded) identifier identifier

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

GÜRSEL ÖZMEN N., KARABACAK Y. E.
ENGINEERING SCIENCES , cilt.12, sa.4, ss.1545-1557, 2023 (Hakemli Dergi) identifier

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

BAŞ H., KARABACAK Y. E.
TRIBOLOGY INTERNATIONAL , cilt.186, 2023 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

11. 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 , ss.1-19, 2023 (SCI-Expanded)

12. 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 , cilt.181, 2023 (SCI-Expanded) identifier identifier

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

KARABACAK Y. E.
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY , cilt.25, sa.3, 2023 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

14. 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 , cilt.202, 2022 (SCI-Expanded) identifier identifier

15. 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 , cilt.10, sa.2, ss.346-365, 2022 (Hakemli Dergi) identifier

16. 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 , cilt.8, sa.2, 2022 (Scopus) identifier

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

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

18. 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 , cilt.186, 2022 (SCI-Expanded) identifier identifier

19. 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 , cilt.22, sa.3, ss.544-556, 2020 (SCI-Expanded) Creative Commons License identifier identifier

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

Baş H., Karabacak Y. E.
TRIBOLOGY TRANSACTIONS , cilt.57, sa.4, ss.740-748, 2014 (SCI-Expanded) identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 12

1. Comparative Analysis of Machine Learning Models for Estimating Viscosity of Biodiesel, Methyl/Ethyl Esters and Their Blends

Gülüm M., Karabacak Y. E.
INCOS 2024, Bursa, Türkiye, 19 - 20 Ekim 2024, ss.1-2, (Özet Bildiri)

2. 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, Hindistan, 25 Haziran - 25 Eylül 2023, ss.34, (Özet Bildiri)

3. 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), Hindistan, 1 - 02 Haziran 2023, ss.69, (Özet Bildiri)

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

Karabacak Y. E., Gülüm M.
International Conference on Innovation in Engineering and Management (ICIEM'23), Ranchi, Hindistan, 1 - 02 Haziran 2023, ss.69-70, (Özet Bildiri)

5. 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, Hindistan, 1 - 02 Mayıs 2023, ss.55-64, (Tam Metin Bildiri)

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

Gülüm M., Karabacak Y. E.
11th INTERNATIONAL CONFERENCE ON “CONTEMPORARY ENGINEERING AND TECHNOLOGY – 2023” (ICCET – 2023), Samarqand, Özbekistan, 1 - 02 Mayıs 2023, ss.55-64, (Tam Metin Bildiri)

7. Makina Tasarımındaki Güncel Gelişmeler ve Gelecekteki Beklentiler

Karabacak Y. E., Baş H.
9. ULUSLARARASI MÜHENDİSLİK VE TEKNOLOJİ YÖNETİMİ KONGRESİ, İstanbul, Türkiye, 29 Nisan - 01 Mayıs 2023, ss.755-766, (Tam Metin Bildiri) Creative Commons License

8. 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, Hindistan, 27 Nisan - 28 Eylül 2023, ss.74, (Özet Bildiri)

9. 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, Türkiye, 27 - 29 Mayıs 2021, ss.668-680, (Tam Metin Bildiri)

10. 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, Türkiye, 27 - 29 Mayıs 2021, ss.657-667, (Tam Metin Bildiri)

11. 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, Türkiye, 20 Nisan 2019, ss.18, (Özet Bildiri)

12. 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 Ekim 2017, (Özet Bildiri)
Kitaplar 2

1. 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.
Interdisciplinary studies on contemporary research practices in engineering in the 21st century-IV, Prof. Dr. Kamil Kaygusuz, Editör, Özgür Yayınları, Gaziantep, ss.49-65, 2023

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

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

Yayın

35

Yayın (WoS)

18

Yayın (Scopus)

19

Atıf (WoS)

205

H-İndeks (WoS)

9

Atıf (Scopus)

275

H-İndeks (Scopus)

9

H-İndeks (Scholar)

9

Toplam Atıf Sayısı

258

Proje

4

Açık Erişim

1
BM Sürdürülebilir Kalkınma Amaçları