Enhancing RFI management in construction through machine learning-driven predictive models
Smart and Sustainable Built Environment, Eylül 2025, ISSN: 2046-6099
YILMAZ NEZİHA,ERGEN PEHLEVAN ESİN,ÇITIPITIOĞLU AHMET MUHTAR
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DeepEMS: Multimodal optimal energy management of microgrid systems based on a hybrid multi‐stage machine learning model
The Journal of Engineering, Vol. 2024, Ekim 2024, ISSN: 2051-3305
HASHEMZADEH FARZAD
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When fractional calculus meets robust learning: Adaptive robust loss functions
Knowledge-Based Systems, Vol. 312, Mart 2025, ISSN: 0950-7051
KURUCU MERT CAN,GÜZELKAYA MÜJDE,EKSİN İBRAHİM,KUMBASAR TUFAN
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QCPINN: quantum-classical physics-informed neural networks for solving PDEs
Machine Learning: Science and Technology, Vol. 6, Kasım 2025, ISSN: 2632-2153
ÇELEBİ MUSTAFA SERDAR,FAREA AFRAH,KHAN SAİFUL
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Transient level determination with machine learning for pressurized water reactor VVER-1000
Annals of Nuclear Energy, Vol. 226, Şubat 2026, ISSN: 0306-4549
YAVUZ CEYHUN,ŞENTÜRK LÜLE SENEM
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A reinforcement learning approach for optimized MRI sampling with region-specific fidelity
Neurocomputing, Vol. 638, Temmuz 2025, ISSN: 0925-2312
XU RURU,ÖKSÜZ İLKAY
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Prediction of Solar Radiation for power generation using Machine Learning approaches for renewable energy planning in Turkiye
ICDAMS25, Konya/TÜRKİYE, 29 Ağustos 2025
TAYLAN OSMAN,GÖLEÇ ADEM,KOCAK AYBUKE
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A Comparative Study on Multi-fidelity Machine Learning Modeling for Aerospace Problems
2025 AIAA SciTech, Orlando/AMERİKA BİRLEŞİK DEVLETLERİ, 6 Ocak 2025
KILIÇ DİLAN,NİKBAY MELİKE
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Combining molecular docking, molecular dynamics and machine learning approaches in an active
learning scheme
Joint 50th Congress of the Physical Chemistry Division of the Società Chimica Italiana and the 5th European Conference on Physical Chemistry (, Pisa/İTALYA, 29 Haziran 2025
DOĞAN BERNA,ÖZÖNDER ŞENER,AVŞAR TİMUÇİN,DURDAĞI SERDAR
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Q-Learning-Based Route Exploration From Observations
The ISPRS 2023 Geospatial Week, 2 Eylül 2023
ÖZKAN MUSTAFA CAN
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Theory Meets Terrain: Recontextualizing Architectural Design Studio through Situated Flipped Learning
Pedagogy 2025 - Emerging Theories, Teaching & Technologies, 19 Kasım 2025
PAKER KAHVECİOĞLU NURBİN,KAYA ÇAĞDAŞ
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Predicting student grades via adaptive multi-level learning models
Scientific Reports, Ocak 2026, ISSN: 2045-2322
IBRAHİMZADA ALİ REZA,KOSİF KEREM,GULSEN AHMED SAİD,YAGLİCA YAVUZ SELİM,ÇAKMAK ALİ
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When complexity does not pay: benchmarking deep learning and ensemble methods for biomarker discovery.
Briefings in bioinformatics, Vol. 27, No. 3, Mayıs 2026, ISSN: 1467-5463
ÇAKMAK ALİ
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Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements
12th International Conference on Geographic Information Science, 12 Eylül 2023
ÖZKAN MUSTAFA CAN,CHENG TAO
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Forecasting Crude Oil Market Volatility with High Dimensional Features: A Machine Learning Application with Stacking
The Journal of Energy Markets, Ocak 2025, ISSN: 1756-3615
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT
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When fractional calculus meets robust learning: Adaptive robust loss functions
Knowledge-Based Systems, Vol. 312, Mart 2025, ISSN: 0950-7051
KURUCU MERT CAN,GÜZELKAYA MÜJDE,EKSİN İBRAHİM,KUMBASAR TUFAN
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Enhanced Flight Envelope Protection: A Novel Reinforcement Learning Approach
IFAC PAPERSONLINE, 12 Aralık 2025
ÇATAK AKIN,ALTUNKAYA ÇAĞRI EGE,KOYUNCU EMRE,DEMİR MUSTAFA,ÖZKOL İBRAHİM
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Predictive Modeling of Non-Routine Workloads in Aircraft Maintenance with Machine Learning
4th International Graduate Symposium, İstanbul/TÜRKİYE, 12 Mayıs 2025
GÜÇLÜ TALHA,ERGÜN MEHMET ALİ
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Recent Hybrid Machine Learning Approaches in Wind Speed Forecasting—A Review
Journal of Economic Surveys, Temmuz 2025, ISSN: 0950-0804
KAHVECİ UĞUR BERKAY,BARUTÇU BURAK
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Implementation and Assessment of Machine Learning Methods for Multi-
disciplinary Aerospace Problems
2025 AIAA SciTech, Orlando/AMERİKA BİRLEŞİK DEVLETLERİ, 6 Ocak 2025
KILIÇ DİLAN,NİKBAY MELİKE
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