Decentralized Flood Forecasting Using Deep Neural Networks. - Muhammed Ali Sit; Ibrahim Demir (CoRR, 2019)

Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma. - Muhammed Ali Sit; Caglar Koylu; Ibrahim Demir (Int. J. Digit. Earth, 2019)

Realistic River Image Synthesis using Deep Generative Adversarial Networks. - Akshat Gautam; Muhammed Ali Sit; Ibrahim Demir (CoRR, 2020)

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)

IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation. - Muhammed Ali Sit; Bong-Chul Seo; Ibrahim Demir (CoRR, 2021)

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

CNN-based Temporal Super Resolution of Radar Rainfall Products. - Muhammed Ali Sit; Bong-Chul Seo; 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)

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

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