A data-driven approach to integrated equilibrium-temporal scour forecasting at complex-pier structures using hybrid neural networks

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 12.4K citations · Full text

Computing, Computer Science, Biomedical Imaging +12

A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists

Water Resources Research · 2018 · 1K citations · Full text

Computing, Computer Science, Hydrology +12

Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting

I-Feng Kao, Yanlai Zhou, Li‐Chiu Chang et al. · Journal of Hydrology · 2020 · 392 citations · Full text

Natural Resources, Hydrology, Meteorology +16

Evaluation of Existing Equations for Local Scour at Bridge Piers

D. Max Sheppard, Bruce W. Melville, Hüseyin Demir · Journal of Hydraulic Engineering · 2013 · 290 citations · Full text

Engineering, Civil Engineering, Earth Sciences +13

Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts

Yanlai Zhou, Fi‐John Chang, Li‐Chiu Chang et al. · Journal of Cleaner Production · 2018 · 281 citations

Natural Sciences, Data Science, Meteorology +14