Elif Ceren Gök

SMOTE-NC and gradient boosting imputation based random forest classifier for predicting severity level of covid-19 patients with blood samples

Elif Ceren Gök, Mehmet Onur Olgun · Neural Computing and Applications · 2021 · 57 citations · Full text

Blood Samples, Health Informatics, Medicine +9

Predicting Perovskite Bandgap and Solar Cell Performance with Machine Learning

Elif Ceren Gök, Murat Onur Yildirim, Muhammed P. U. Haris et al. · Solar RRL · 2021 · 41 citations

Engineering, Machine Learning, Energy Efficiency +21

A Machine Learning Approach for Metal Oxide Based Polymer Composites as Charge Selective Layers in Perovskite Solar Cells

Murat Onur Yildirim, Elif Ceren Gök, Naveen Harindu Hemasiri et al. · ChemPlusChem · 2021 · 18 citations

Comparison of Machine Learning Models on Performance of Single- and Dual-Type Electrochromic Devices

Elif Ceren Gök, Murat Onur Yildirim, Esin Eren et al. · ACS Omega · 2020 · 17 citations · Full text