Umut Yildirim 
- : Investigating the Performance of Data-Driven Ensemble Machine Learning Models in Preliminary Designing Multi-Stage Friction Pendulum Bearings. In: Structural Engineering International.
- (2024): Proposing unsupervised clustering-based earthquake records selection framework for computationally efficient nonlinear response history analysis of structures equipped with multi-stage friction pendulum bearings. In: Soil Dynamics and Earthquake Engineering, v. 182 (Juli 2024).
- (2022): Influence of Isolator Properties and Earthquake Characteristics on the Seismic Behavior of RC Structure Equipped with Quintuple Friction Pendulum Bearings. In: International Journal of Structural Stability and Dynamics, v. 23, n. 6 (Oktober 2022).
- (2021): Comparative study of base-isolated irregular RC structures subjected to pulse-like ground motions with low and high PGA/PGV ratios. In: Structures, v. 31 (Juni 2021).
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