A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources. - Muhammed Ali Sit; Bekir Z. Demiray; Zhongrun Xiang; Gregory J. Ewing; Yusuf Sermet; Ibrahim Demir (CoRR, 2020)

Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks. - Muhammed Ali Sit; Bekir Z. Demiray; Ibrahim Demir (CoRR, 2021)

DEM Super-Resolution with EfficientNetV2. - Bekir Z. Demiray; Muhammed Ali Sit; Ibrahim Demir (CoRR, 2021)

D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks. - Bekir Z. Demiray; Muhammed Ali Sit; Ibrahim Demir (SN Comput. Sci., 2021)

Test Cost-Test Quality Modeling For Adaptive Test. - Bekir Zahit Demiray; Baris Arslan (AQTR, 2022)

EfficientTempNet: Temporal Super-Resolution of Radar Rainfall. - Bekir Z. Demiray; Muhammed Ali Sit; Ibrahim Demir (CoRR, 2023)

Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications. - Ramteja Sajja; Carlos Erazo Ramirez; Zhouyayan Li; Bekir Z. Demiray; Yusuf Sermet; Ibrahim Demir (Big Data Cogn. Comput., 2024)

Towards Generalized Hydrological Forecasting using Transformer Models for 120-Hour Streamflow Prediction. - Bekir Z. Demiray; Ibrahim Demir (CoRR, 2024)

EfficientRainNet: Leveraging EfficientNetV2 for memory-efficient rainfall nowcasting. - Muhammed Ali Sit; Bong-Chul Seo; Bekir Z. Demiray; Ibrahim Demir (Environ. Model. Softw., 2024)

FloodGame: An interactive 3D serious game on flood mitigation for disaster awareness and education. - Bekir Z. Demiray; Yusuf Sermet; Enes Yildirim; Ibrahim Demir (Environ. Model. Softw., 2025)