Metrics
Publication
58
Open Access
2
UN Sustainable Development Goals
Education
2012 - 2017
2012 - 2017Doctorate
Manisa Celal Bayar University, Turkey
2010 - 2012
2010 - 2012Postgraduate
Ege University, Mühendislik Fakültesi, İnşaat Mühendisliği, Turkey
2007 - 2010
2007 - 2010Undergraduate
Hatay Mustafa Kemal University, Mühendislik Fakültesi., İnşaat Mühendisliği, Turkey
2006 - 2007
2006 - 2007Undergraduate
Erciyes University, Mühendislik Fakültesi, Turkey
Dissertations
2017
2017Doctorate
Dairesel boşluklu kirişlere sahip çelik çerçevelerin optimum boyutlandırılması
Manisa Celal Bayar University
2012
2012Postgraduate
Çelik levha ve CFRP ile güçlendirilmiş betonarme kirişlerin eğilme davranışlarının araştırılması
Ege University
Foreign Languages
English
Academic Positions
2022 - Present
2022 - PresentAssistant Professor
Manisa Celal Bayar University, Mühendislik Ve Doğa Bilimleri Fakültesi, İnşaat Mühendisliği
2013 - 2022
2013 - 2022Research Assistant
Manisa Celal Bayar University, Mühendislik Ve Doğa Bilimleri Fakültesi, İnşaat Mühendisliği
Articles
All (32)
SCI-E, SSCI, AHCI (20)
SCI-E, SSCI, AHCI, ESCI (21)
ESCI (1)
Scopus (24)
TRDizin (5)
Other Publications (2)
2025
20251. Machine learning based shear strength prediction in reinforced concrete beams using Levy flight enhanced decision trees
ÖZYÜKSEL ÇİFTÇİOĞLU A., Delikanlı A., Shafighfard T., Bagherzadeh F.
Scientific Reports
, vol.15, no.1, 2025 (SCI-Expanded, Scopus)
2025
20252. Exploring failure mechanisms in reinforced concrete slab-column joints: Machine learning and causal analysis
ÖZYÜKSEL ÇİFTÇİOĞLU A.
Engineering Failure Analysis
, vol.174, 2025 (SCI-Expanded, Scopus)
2025
20253. Grey wolf optimizer integrated within boosting algorithm: Application in mechanical properties prediction of ultra high-performance concrete including carbon nanotubes
ÖZYÜKSEL ÇİFTÇİOĞLU A., Kazemi F., Shafighfard T.
Applied Materials Today
, vol.42, 2025 (SCI-Expanded, Scopus)
2025
20254. COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm
Rather S. A., Das S., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Evolving Systems
, vol.16, no.1, 2025 (SCI-Expanded, Scopus)
2025
20255. RAGN-R: A multi-subject ensemble machine-learning method for estimating mechanical properties of advanced structural materials
Kazemi F., ÖZYÜKSEL ÇİFTÇİOĞLU A., Shafighfard T., Asgarkhani N., Jankowski R.
Computers and Structures
, vol.308, 2025 (SCI-Expanded, Scopus)
2024
20246. Machine learning approach to predict the mechanical properties of cementitious materials containing carbon nanotubes
Okasha N. M., Mirrashid M., Naderpour H., ÖZYÜKSEL ÇİFTÇİOĞLU A., Meddage D., Ezami N.
Developments in the Built Environment
, vol.19, 2024 (SCI-Expanded, Scopus)
2024
20247. Enhancing Structural Evaluation: Machine Learning Approaches for Inadequate Reinforced Concrete Frames
ALTIOK T. Y., ÜSTÜNER B., ÖZYÜKSEL ÇİFTÇİOĞLU A., DEMİR A.
Iranian Journal of Science and Technology - Transactions of Civil Engineering
, vol.48, no.5, pp.3027-3047, 2024 (SCI-Expanded, Scopus)
2024
20248. A Simulation Study on the Performance of Jacket Type Offshore Structures Using Machine Learning Algorithms
GÜCÜYEN E., ÖZYÜKSEL ÇİFTÇİOĞLU A., Tuğrul Erdem R.
Journal of Maritime Research
, vol.21, no.2, pp.317-325, 2024 (Scopus)
2024
20249. Assessing Column Stability: A Comparative Study of Machine Learning Regression Models for Shear Strength Prediction
ÖZYÜKSEL ÇİFTÇİOĞLU A.
JOURNAL OF TURKISH OPERATIONS MANAGEMENT
, vol.8, 2024 (TRDizin)
2024
202410. RAGN-L: A stacked ensemble learning technique for classification of Fire-Resistant columns
ÖZYÜKSEL ÇİFTÇİOĞLU A.
Expert Systems with Applications
, vol.240, 2024 (SCI-Expanded, Scopus)
2024
202411. Fire resistance evaluation through synthetic fire tests and generative adversarial networks
ÖZYÜKSEL ÇİFTÇİOĞLU A., Naser M.
Frontiers of Structural and Civil Engineering
, vol.18, no.4, pp.587-614, 2024 (SCI-Expanded, Scopus)
2024
202412. Identifying and estimating causal effects of bridge failures from observational data
ÖZYÜKSEL ÇİFTÇİOĞLU A., Naser M.
Journal of Infrastructure Intelligence and Resilience
, vol.3, no.1, 2024 (Scopus)
2024
202413. Taguchi-enhanced Grey Wolf Optimizer for robust design of cellular beams
ÖZYÜKSEL ÇİFTÇİOĞLU A., ÜSTÜNER B., DOĞAN E., Arafat S., Hussain A.
Mechanics Based Design of Structures and Machines
, vol.52, no.8, pp.5739-5768, 2024 (SCI-Expanded, Scopus)
2024
202414. MACHINE LEARNING BASED PREDICTION OF COMPRESSIVE STRENGTH IN CONCRETE INCORPORATING SYNHTHETIC FIBERS
ERDEM R. T., ÖZYÜKSEL ÇİFTÇİOĞLU A., GÜCÜYEN E., KANTAR E.
REVISTA ROMANA DE MATERIALE-ROMANIAN JOURNAL OF MATERIALS
, no.2, pp.131-139, 2024 (SCI-Expanded, Scopus)
2023
202315. Advancing Shear Capacity Estimation in Rectangular RC Beams: A Cutting-Edge Artificial Intelligence Approach for Assessing the Contribution of FRP
Ezami N., ÖZYÜKSEL ÇİFTÇİOĞLU A., Mirrashid M., Naderpour H.
Sustainability (Switzerland)
, vol.15, no.22, 2023 (SCI-Expanded, SSCI, Scopus)
2023
202316. A comparison performance analysis of eight meta-heuristic algorithms for optimal design of truss structures with static constraints
Khodadadi N., ÖZYÜKSEL ÇİFTÇİOĞLU A., Mirjalili S., Nanni A.
Decision Analytics Journal
, vol.8, 2023 (Scopus)
2023
202317. Estimation of Natural Frequencies of Pipe–Fluid–Mass System by Using Causal Discovery Algorithm
DAĞLI B. Y., ERGÜT A., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Arabian Journal for Science and Engineering
, vol.48, no.9, pp.11713-11726, 2023 (SCI-Expanded, Scopus)
2023
202318. Revisiting Forgotten Fire Tests: Causal Inference and Counterfactuals for Learning Idealized Fire-Induced Response of RC Columns
Naser M., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Fire Technology
, vol.59, no.4, pp.1761-1788, 2023 (SCI-Expanded, Scopus)
2023
202319. Causal discovery and inference for evaluating fire resistance of structural members through causal learning and domain knowledge
Naser M., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Structural Concrete
, vol.24, no.3, pp.3314-3328, 2023 (SCI-Expanded, Scopus)
2023
202320. DAİRESEL BOŞLUKLU ÇELİK ÇERÇEVELERİN OPTİMUM TASARIMI ÜZERİNE KARŞILAŞTIRMALI BİR ÇALIŞMA
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN T., ÜSTÜNER B., DOĞAN E.
Mühendislik Bilimleri ve Tasarım Dergisi
, vol.11, pp.170-183, 2023 (TRDizin)
2023
202321. A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting
Varone G., Ieracitano C., ÖZYÜKSEL ÇİFTÇİOĞLU A., Hussain T., Gogate M., Dashtipour K., et al.
Entropy
, vol.25, no.2, 2023 (SCI-Expanded, Scopus)
2022
202222. Hiding in plain sight: What can interpretable unsupervised machine learning and clustering analysis tell us about the fire behavior of reinforced concrete columns?
ÖZYÜKSEL ÇİFTÇİOĞLU A., Naser M.
Structures
, vol.40, pp.920-935, 2022 (SCI-Expanded, Scopus)
2022
202223. Impact Analysis of a Concrete Beam via Generative Adversarial Networks
ERDEM R. T., GÜCÜYEN E., ÖZYÜKSEL ÇİFTÇİOĞLU A., KANTAR E.
International journal of recent engineering science , 2022 (Peer-Reviewed Journal)
2022
202224. Generating Data of an Impact-Loaded Reinforced Concrete Slab via Gans
ERDEM R. T., GÜCÜYEN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Journal of Design Architecture Engineering , vol.2, no.2, pp.123-130, 2022 (Peer-Reviewed Journal)
2021
202125. Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic
Khalilpourazari S., Hashemi Doulabi H., ÖZYÜKSEL ÇİFTÇİOĞLU A., Weber G.
Expert Systems with Applications
, vol.177, 2021 (SCI-Expanded, Scopus)
2021
202126. Designing energy-efficient high-precision multi-pass turning processes via robust optimization and artificial intelligence
Khalilpourazari S., Khalilpourazary S., ÖZYÜKSEL ÇİFTÇİOĞLU A., Weber G.
Journal of Intelligent Manufacturing
, vol.32, no.6, pp.1621-1647, 2021 (SCI-Expanded, Scopus)
2021
202127. KISITLI MÜHENDİSLİK PROBLEMLERİNİN KARŞILAŞTIRMALI AĞIRLIK VE MALİYET OPTİMİZASYONU
ÖZYÜKSEL ÇİFTÇİOĞLU A.
Mühendis ve Makina , 2021 (TRDizin)
2020
202028. Weight optimization of steel frames with cellular beams through improved hunting search algorithm
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Advances in Structural Engineering
, vol.23, no.5, pp.1024-1037, 2020 (SCI-Expanded, Scopus)
2019
201929. ÇELİK ÇERÇEVELERİN FARKLI STOKASTİK YÖNTEMLER KULLANILARAK OPTİMUM BOYUTLANDIRILMASI
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN E.
SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY
, vol.7, 2019 (TRDizin)
2018
201830. Experimental and Numerical Analysis of Reinforcedconcrete Beam Strengthened Using Carbon Fiber reinforced Plastic Sheets and Bolted Steel Plate
ERCAN E., ARISOY B., ÖZYÜKSEL ÇİFTÇİOĞLU A.
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES , vol.36, no.1, pp.231-248, 2018 (ESCI)
2017
201731. Wind load design of hangar-type closed steel structures with different roof pitches using abaqus CAE software
ÖZYÜKSEL ÇİFTÇİOĞLU A., Yildizel S. A., YILDIRIM M. S., DOĞAN E.
TEM Journal
, vol.6, no.2, pp.336-341, 2017 (Scopus)
2017
201732. Güncel Optimizasyon Tekniklerinin Matematiksel Problemlerin Çözümündeki Performanslarının Kıyaslanması
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN E.
Celal Bayar Üniversitesi Fen Bilimleri Dergisi , vol.13, no.2, pp.579-591, 2017 (TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences
2024
20241. Machine Cognition-Driven Prediction of Bearing Capacity in High-Strength Steel T-Joints Under Axial Loading
ÖZYÜKSEL ÇİFTÇİOĞLU A.
International Conference on Optimization and Data Science in Industrial Engineering, Turkey, 7 - 08 November 2024, (Summary Text)
2024
20242. The Application of Machine Learning on Shear Strength of Reinforced Concrete T-Beams
ÖZYÜKSEL ÇİFTÇİOĞLU A., Delikanlı A.
International Conference on Science, Engineering Management and Information Technology (SEMIT 2024), 12 - 13 September 2024, (Full Text)
2023
20233. Advancing Construction Safety: Machine Learning Assessment of Slab-Column Joint Failures
ÖZYÜKSEL ÇİFTÇİOĞLU A.
International conference on Optimization and Data Science in Industrial Engineering (ODSIE 2023), 16 - 17 November 2023, (Summary Text)
2023
20234. Advancing Structural Integrity Assessment through Machine Learning in RC Columns
ÖZYÜKSEL ÇİFTÇİOĞLU A.
International Conference on Science, Engineering Management and Information Technology (SEMIT 2023), Turkey, 14 - 15 September 2023, (Full Text)
2022
20225. Fire Resistance Analysis Through Synthetic Fire Tests
ÖZYÜKSEL ÇİFTÇİOĞLU A., Naser M.
Science, Engineering Management and Information Technology First International Conference, SEMIT 2022, Virtual, Online, 2 - 03 February 2022, vol.1808 CCIS, pp.202-210, (Full Text)
2022
20226. The Application of Machine Learning on Concrete Samples
ÖZYÜKSEL ÇİFTÇİOĞLU A.
Science, Engineering Management and Information Technology First International Conference, SEMIT 2022, Virtual, Online, 2 - 03 February 2022, vol.1809 CCIS, pp.80-90, (Full Text)
2022
20227. Unsupervised Machine Learning for Fire Resistance Analysis
ÖZYÜKSEL ÇİFTÇİOĞLU A., Naser M.
Science, Engineering Management and Information Technology First International Conference, SEMIT 2022, Virtual, Online, 2 - 03 February 2022, vol.1808 CCIS, pp.211-221, (Full Text)
2022
20228. Machine Learning to Predict Ultimate Pressure Load for Concrete-Filled Steel Tube Columns
ÖZYÜKSEL ÇİFTÇİOĞLU A.
II. Uluslararası Yapay Zeka ve Veri Bilimi Kongresi, 17 - 18 June 2022, (Full Text)
2021
20219. PREDICTION OF COMPRESSIVE STRENGTH OF CONCRETE VIA MACHINE LEARNING METHODS
ÖZYÜKSEL ÇİFTÇİOĞLU A.
1. Uluslararası Yapay Zeka ve Veri Bilimi Kongresi, Turkey, 26 - 28 November 2021, (Full Text)
2020
202010. A Study on the Performance of Wolf Colony Optimization Method
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN E.
7th International Conference on Logistics and Supply Chain Management (LSCM 2020), Iran, 23 - 24 December 2020, (Full Text)
2020
202011. A Study on the Performance of Grey Wolf Optimizer
ÖZYÜKSEL ÇİFTÇİOĞLU A.
7th International Conference on Logistics and Supply Chain Management, LSCM 2020, Virtual, Online, 23 - 24 December 2020, vol.1458 CCIS, pp.100-116, (Full Text)
2019
201912. Dairesel Boşluklu Kirişlerin Kurt Kolonisi Algoritması ile Optimum Boyutlandırılması
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A., kaygısız İ.
8. Uluslararası Çelik Yapılar Sempozyumu, 24 - 26 October 2019, (Full Text)
2019
201913. Dairesel Boşluklu Kirişlerin Kurt Kolonisi Algoritmasi ile Optimum Boyutlandırılması
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
8. Uluslararası Çelik Yapılar Sempozyumu, Konya, Turkey, 24 - 26 October 2019, (Full Text)
2019
201914. AV ARAMA ALGORİTMASI İLE OPTİMUM BOYUTLANDIRILMIŞ HÜCRESEL KİRİŞLERİN SONLU ELEMANLAR ANALİZİ
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
21. ULUSAL MEKANİK KONGRESİ, 2 - 06 September 2019, (Full Text)
2018
201815. Finite Element Analysis of Optimum Cellular Beams Designed by Hunting Search Algorithm
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
3. International Conference on civil and enviromental engineering, 24 - 27 April 2018, (Summary Text)
2018
201816. Investigation of performance of wolf colony algorithm in the solution of optimization problems
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
3. International Conference on civil and enviromental engineering, 24 - 28 April 2018, (Summary Text)
2017
201717. NONLINEAR FINITE ELEMENT ANALYSIS OF OPTIMALLYDESIGNED STEEL PLAIN FRAMES
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN E., YILDIZEL S. A.
1. Uluslararası Demirci Sempozyumu, Demirci, Turkey, 12 - 14 October 2017, (Summary Text)
2017
201718. Levy uçuşları yöntemi kullanılarakgeliştirilen yarasa algoritması optimizasyon metodunun performans incelemesi
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
XX. Ulusal Mekanik Kongresi, Turkey, 5 - 09 September 2017, (Full Text)
2017
201719. Investigating the performance of the improved Bat Algorithm: use of Levy Flights
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A.
2nd International Conference on Civil and Environmental Engineering, Nevşehir, Turkey, 8 - 10 May 2017, (Full Text)
2017
201720. Optimum design of cellular beams via bat algorithm with levy flights
DOĞAN E., ÖZYÜKSEL ÇİFTÇİOĞLU A., ERDAL F.
8th International Conference on Optimization and Applications, OPTIMA 2017, Petrovac, Montenegro, 2 - 07 October 2017, vol.1987, pp.166-172, (Full Text)
2015
201521. Predicting the modulus of rupture values of glass fiber reinforced composite
YILDIRIM M. S., YILDIZEL S. A., SINIR B. G., ÖZYÜKSEL ÇİFTÇİOĞLU A.
Advances in Applied and Computational Mechanics (ACM 2015), 5 - 07 August 2015, (Full Text)
Funded Projects
2024 - 2025
2024 - 2025Yüksek Katlı Çelik Yapıların Akıllı Tasarımı: Makine Öğrenimi ile Dış Destek Sistem Entegrasyonu
TUBITAK Project
Üstüner B., Özyüksel Çiftçioğlu A., Doğan E. (Executive)
2020 - 2021
2020 - 2021Stokastik Optimizasyon Tekniklerinin Kirişleri Dairesel Boşluklu Forma Sahip Düzlem Çelik Çerçevelerin Boyutlandırılmasındaki Performanslarının İncelenmesi
Project Supported by Higher Education Institutions
ÖZYÜKSEL ÇİFTÇİOĞLU A., DOĞAN E. (Executive)
Congress and Symposium Activities
20 November 2025 - 22 November 2025
20 November 2025 - 22 November 2025International Conference on Optimization and Data Science in Industrial Engineering (ODSIE 2025).
Session Moderator
İstanbul-Turkey
11 September 2025 - 12 September 2025
11 September 2025 - 12 September 2025International Conference on Science, Engineering Management, and Information Technology (SEMIT2025)
Session Moderator
Ankara-Turkey
07 November 2024 - 08 November 2025
07 November 2024 - 08 November 2025International Conference on Optimization and Data Science in Industrial Engineering (ODSIE 2024)
Session Moderator
İstanbul-Turkey
12 September 2024 - 13 September 2025
12 September 2024 - 13 September 2025