Barbaros Çetiner

Real‐time regional seismic damage assessment framework based on long short‐term memory neural network

Yongjia Xu, Xinzheng Lu, Barbaros Çetiner et al. · Computer-Aided Civil and Infrastructure Engineering · 2020 · 176 citations

A deep learning approach to rapid regional post‐event seismic damage assessment using time‐frequency distributions of ground motions

Xinzheng Lu, Yongjia Xu, Yuan Tian et al. · Earthquake Engineering & Structural Dynamics · 2021 · 139 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Data-Driven Approach to Predict the Plastic Hinge Length of Reinforced Concrete Columns and Its Application

De‐Cheng Feng, Barbaros Çetiner, Mohammad Reza Azadi Kakavand et al. · Journal of Structural Engineering · 2020 · 108 citations

Reinforced Concrete Columns, Engineering, Plastic Hinge Length +16

Machine learning-based regional scale intelligent modeling of building information for natural hazard risk management

Chaofeng Wang, Qian Yu, Kincho H. Law et al. · Automation in Construction · 2020 · 82 citations

Engineering, Data Science, Urban Modelling +5

Rapid visual screening of soft-story buildings from street view images using deep learning classification

Qian Yu, Chaofeng Wang, Frank McKenna et al. · Earthquake Engineering and Engineering Vibration · 2020 · 49 citations

Image Classification, Deep Learning Classification, Machine Vision +12