A rapid flood inundation modelling framework using deep learning with spatial reduction and reconstruction

Long short-term memory (LSTM) recurrent neural network for low-flow hydrological time series forecasting

(2019) Bibhuti Bhusan Sahoo et al.   Acta Geophysica

Building ANN-Based Regional Multi-Step-Ahead Flood Inundation Forecast Models

(2018) Li-Chiu Chang et al.   Water

Skill of ensemble flood inundation forecasts at short- to medium-range timescales

(2018) Michael Gomez et al.   JOURNAL OF HYDROLOGY

Flood inundation modelling: A review of methods, recent advances and uncertainty analysis

(2017) J. Teng et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Rapid Inundation Modelling in Large Floodplains Using LiDAR DEM

(2015) J. Teng et al.   WATER RESOURCES MANAGEMENT

The CI-FLOW Project: A System for Total Water Level Prediction from the Summit to the Sea

(2011) Suzanne Van Cooten et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Assessment of GPU computational enhancement to a 2D flood model

(2011) Alfred J. Kalyanapu et al.   ENVIRONMENTAL MODELLING & SOFTWARE