Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling

Wenyan Wu, Graeme C. Dandy, Holger R. Maier

Environmental Modelling & Software

EngineeringWater ResourcesEnvironmental EngineeringIntegrated ModelingWater Quality +5

Ensemble flood forecasting: Current status and future opportunities

Wenyan Wu, Rebecca Emerton, Qingyun Duan, +3

Wiley Interdisciplinary Reviews Water

Hydrological PredictionEnsemble FloodEngineeringHydrologic EngineeringWeather Forecasting +17

Guidelines for Studying Diverse Types of Compound Weather and Climate Events

Emanuele Bevacqua, Carlo De Michele, Colin Manning, +17

Earth s Future

EngineeringExtreme WeatherCompound WeatherClimate ModelingEarth Science +19

An ANN-based emulation modelling framework for flood inundation modelling: Application, challenges and future directions

Haibo Chu, Wenyan Wu, Quan J. Wang, +2

Environmental Modelling & Software

Flash FloodHydrological DisasterEngineeringFuture DirectionsCivil Engineering +8

Battle of the Water Networks II

Angela Marchi, Elad Salomons, Avi Ostfeld, +57

Journal of Water Resources Planning and Management

Network ScienceEngineeringWater ResourcesWater Resource SystemCivil Engineering +11

Mapping Dependence Between Extreme Rainfall and Storm Surge

Wenyan Wu, Kathleen L. McInnes, Julian O’Grady, +3

Journal of Geophysical Research Oceans

Storm SurgeEngineeringCoastal ModelingCoastal HydrodynamicsEarth Science +17

Accounting for Greenhouse Gas Emissions in Multiobjective Genetic Algorithm Optimization of Water Distribution Systems

Wenyan Wu, Angus R. Simpson, Holger R. Maier

Journal of Water Resources Planning and Management

Ghg Emission MinimizationWater Distribution SystemsWds OptimizationWater ResourcesEnergy Management +12

Artificial neural network based hybrid modeling approach for flood inundation modeling

Shuai Xie, Wenyan Wu, Sebastian Mooser, +3

Journal of Hydrology

Flash FloodHydrological DisasterEngineeringCivil EngineeringFlood Forecasting +8

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting

Holger R. Maier, Stefano Galelli, Saman Razavi, +7

Environmental Modelling & Software

On Lack of Robustness in Hydrological Model Development Due to Absence of Guidelines for Selecting Calibration and Evaluation Data: Demonstration for Data‐Driven Models

Feifei Zheng, Holger R. Maier, Wenyan Wu, +3

Water Resources Research

Hydrological PredictionEngineeringAbstract Hydrological ModelsHydrologic EngineeringEarth Science +16