Deep learning models to predict flood events in fast-flowing watersheds

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.5K citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +14

Sequence to Sequence Learning with Neural Networks

Ilya Sutskever, Oriol Vinyals, Quoc V. Le · arXiv (Cornell University) · 2014 · 13.3K citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Sequence to Sequence Learning with Neural Networks

Ilya Sutskever, Oriol Vinyals, Quoc V. Le · arXiv (Cornell University) · 2014 · 3.5K citations · Full text

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Frederik Kratzert, Daniel Klotz, Claire Brenner et al. · Hydrology and earth system sciences · 2018 · 1.6K citations · Full text

Hydrometeorology, Hydrological Science, Surface Runoff +12

A compilation of data on European flash floods

Éric Gaumé, V. Bain, Pietro Bernardara et al. · Journal of Hydrology · 2009 · 853 citations

Meteorology, Flash Flood, Hydrological Disaster +6