Muhammed Ali Sit

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Adaptive Regularization

Super Resolution

Top Venues

Environ. Model. Softw.

SN Comput. Sci.

Int. J. Digit. Earth

Publications

Muhammed Ali Sit, Bong-Chul Seo, Bekir Z. Demiray, Ibrahim Demir
EfficientRainNet: Leveraging EfficientNetV2 for memory-efficient rainfall nowcasting. Environ. Model. Softw. 176 (2024)
Muhammed Ali Sit, Bong-Chul Seo, Ibrahim Demir
IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation. CoRR (2021)
Bekir Z. Demiray, Muhammed Ali Sit, Ibrahim Demir
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks. SN Comput. Sci. 2 (1) (2021)
Muhammed Ali Sit, Bekir Z. Demiray, Ibrahim Demir
Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks. CoRR (2021)
Muhammed Ali Sit, Bong-Chul Seo, Ibrahim Demir
CNN-based Temporal Super Resolution of Radar Rainfall Products. CoRR (2021)
Muhammed Ali Sit, Bekir Z. Demiray, Zhongrun Xiang, Gregory J. Ewing, Yusuf Sermet, Ibrahim Demir
A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources. CoRR (2020)
Bekir Z. Demiray, Muhammed Ali Sit, Ibrahim Demir
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks. CoRR (2020)
Akshat Gautam, Muhammed Ali Sit, Ibrahim Demir
Realistic River Image Synthesis using Deep Generative Adversarial Networks. CoRR (2020)
Muhammed Ali Sit, Ibrahim Demir
Decentralized Flood Forecasting Using Deep Neural Networks. CoRR (2019)
Muhammed Ali Sit, Caglar Koylu, Ibrahim Demir
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. Int. J. Digit. Earth 12 (11) (2019)