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Melda Yücel
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Year
Estimation of optimum tuned mass damper parameters via machine learning
M Yucel, G Bekdaş, SM Nigdeli, S Sevgen
Journal of Building Engineering 26, 100847, 2019
1162019
A novel hybrid harmony search approach for the analysis of plane stress systems via total potential optimization
AE Kayabekir, YC Toklu, G Bekdaş, SM Nigdeli, M Yücel, ZW Geem
Applied Sciences 10 (7), 2301, 2020
362020
Evaluation of metaheuristic-based methods for optimization of truss structures via various algorithms and Lèvy flight modification
G Bekdaş, M Yucel, SM Nigdeli
Buildings 11 (2), 49, 2021
282021
Adaptive-Hybrid Harmony Search Algorithm for Multi-Constrained Optimum Eco-Design of Reinforced Concrete Retaining Walls
M Yücel, AE Kayabekir, G Bekdaş, SM Nigdeli, S Kim, ZW Geem
Sustainability 13 (4), 1639, 2021
272021
An artificial intelligence-based prediction model for optimum design variables of reinforced concrete retaining walls
M Yücel, G Bekdaş, SM Nigdeli, AE Kayabekir
International Journal of Geomechanics 21 (12), 04021244, 2021
192021
Analysis of plane-stress systems via total potential optimization method considering nonlinear behavior
YC Toklu, AE Kayabekir, G Bekdaş, SM Nigdeli, M Yücel
Journal of Structural Engineering 146 (11), 04020249, 2020
152020
Total potential optimization using metaheuristic algorithms for solving nonlinear plane strain systems
YC Toklu, G Bekdaş, M Yücel, SM Nigdeli, AE Kayabekir, S Kim, ...
Applied Sciences 11 (7), 3220, 2021
142021
Prediction of optimum 3-bar truss model parameters with an ANN model
M Yücel, G Bekdaş, SM Nigdeli
Proceedings of 6th International Conference on Harmony Search, Soft …, 2021
132021
Estimating of analysis results for structures with linear base isolation systems using artificial neural network model
M Yucel, S Öncü-Davas, SM Nigdeli, G Bekdas, S Sevgen
International Journal of Control Systems and Robotics 3, 2018
132018
Generation of sustainable models with multi-objective optimum design of reinforced concrete (RC) structures
M Yücel, SM Nigdeli, G Bekdaş
Structures 40, 223-236, 2022
122022
Yapay Zeka Optimizasyon Algoritmaları ve Mühendislik Uygulamaları
G Bekdaş, SM Nigdeli, M Yücel, AE Kayabekir
Seçkin Yayıncılık, Ankara, 2021
122021
Harmony search algorithm for structural engineering problems
AE Kayabekir, G Bekdaş, M Yücel, SM Nigdeli, ZW Geem
Nature-inspired metaheuristic algorithms for engineering optimization …, 2021
122021
Yapay zekâ modelleri ile betonarme yapılara ait enerji performans sınıflarının tahmini
M Yücel, E Namlı
Uludağ University Journal of The Faculty of Engineering 22 (3), 325-345, 2017
12*2017
Estimation of optimum design of structural systems via machine learning
G Bekdaş, M Yücel, SM Nigdeli
Frontiers of Structural and Civil Engineering, 1-12, 2021
112021
Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering
G BEKDAŞ, SM NİGDELİ, M YUCEL
102020
Artificial neural network model for optimum design of tubular columns
M Yucel, G Bekdas, SM Nigdeli, S Sevgen
International Journal of Theoretical and Applied Mechanics 3, 82-86, 2018
102018
High Performance Concrete (HPC) Compressive Strength Prediction With Advanced Machine Learning Methods: Combinations of Machine Learning Algorithms With Bagging, Rotation …
M Yücel, E Namli
Research Anthology on Machine Learning Techniques, Methods, and Applications …, 2022
92022
Optimization and artificial neural network models for reinforced concrete members
M Yücel, SM Nigdeli, AE Kayabekir, G Bekdaş
Nature-inspired metaheuristic algorithms for engineering optimization …, 2021
92021
Total potential optimization using metaheuristics: analysis of cantilever beam via plane-stress members
YC Toklu, G Bekdaş, AE Kayabekir, SM Nigdeli, M Yücel
Proceedings of 6th International Conference on Harmony Search, Soft …, 2021
92021
Artificial neural networks (anns) and solution of civil engineering problems: Anns and prediction applications
M Yucel, SM Nigdeli, G Bekdaş
Artificial intelligence and machine learning applications in civil …, 2020
92020
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