Ayman Yafouz

Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms

Ayman Yafouz, Ali Najah Ahmed, Nur’atiah Zaini et al. · Engineering Applications of Computational Fluid Mechanics · 2021 · 63 citations · Full text

Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia

Ali Najah Ahmed, Ayman Yafouz, Ahmed H. Birima et al. · Engineering Applications of Computational Fluid Mechanics · 2022 · 62 citations · Full text

Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction

Ayman Yafouz, Nouar AlDahoul, Ahmed H. Birima et al. · Alexandria Engineering Journal · 2021 · 53 citations · Full text

Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster

Haitham Abdulmohsin Afan, Ayman Yafouz, Ahmed H. Birima et al. · Natural Hazards · 2022 · 25 citations

Hydrological Disaster, Engineering, Data Science +9

Smart system for water quality monitoring utilizing long-range-based Internet of Things

Muhammad Ary Murti, Andi Rudi Adhy Saputra, Ibnu Alinursafa et al. · Applied Water Science · 2024 · 18 citations · Full text