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 W Wu, GC Dandy, HR Maier Environmental Modelling & Software 54, 108-127, 2014 | 229 | 2014 |
Accounting for greenhouse gas emissions in multiobjective genetic algorithm optimization of water distribution systems W Wu, A Simpson, H Maier ASCE-Amer Soc Civil Engineers, 2010 | 144 | 2010 |
The battle of the water networks II (BWN-II) A Marchi, E Salomons, A Ostfeld, Z Kapelan, A Simpson, A Zecchin, ... American Society of Civil Engineers, 2014 | 119 | 2014 |
Single-objective versus multiobjective optimization of water distribution systems accounting for greenhouse gas emissions by carbon pricing W Wu, H Maier, A Simpson ASCE-Amer Soc Civil Engineers, 2010 | 97 | 2010 |
Multiobjective optimization of water distribution systems accounting for economic cost, hydraulic reliability, and greenhouse gas emissions W Wu, HR Maier, AR Simpson Water Resources Research 49 (3), 1211-1225, 2013 | 73 | 2013 |
A benchmarking approach for comparing data splitting methods for modeling water resources parameters using artificial neural networks W Wu, RJ May, HR Maier, GC Dandy Water Resources Research 49 (11), 7598-7614, 2013 | 70 | 2013 |
Incorporation of variable-speed pumping in multiobjective genetic algorithm optimization of the design of water transmission systems W Wu, A Simpson, H Maier, A Marchi ASCE-Amer Soc Civil Engineers, 2012 | 70 | 2012 |
Mapping dependence between extreme rainfall and storm surge W Wu, K McInnes, J O'grady, R Hoeke, M Leonard, S Westra Journal of Geophysical Research: Oceans 123 (4), 2461-2474, 2018 | 61 | 2018 |
On lack of robustness in hydrological model development due to absence of guidelines for selecting calibration and evaluation data: Demonstration for data‐driven models F Zheng, HR Maier, W Wu, GC Dandy, HV Gupta, T Zhang Water Resources Research 54 (2), 1013-1030, 2018 | 58 | 2018 |
Improved validation framework and R-package for artificial neural network models GB Humphrey, HR Maier, W Wu, NJ Mount, GC Dandy, RJ Abrahart, ... Environmental Modelling & Software 92, 82-106, 2017 | 52 | 2017 |
Ensemble flood forecasting: Current status and future opportunities W Wu, R Emerton, Q Duan, AW Wood, F Wetterhall, DE Robertson Wiley Interdisciplinary Reviews: Water 7 (3), e1432, 2020 | 51 | 2020 |
Sensitivity of optimal tradeoffs between cost and greenhouse gas emissions for water distribution systems to electricity tariff and generation W Wu, A Simpson, H Maier ASCE-Amer Soc Civil Engineers, 2012 | 50 | 2012 |
An ANN-based emulation modelling framework for flood inundation modelling: Application, challenges and future directions H Chu, W Wu, QJ Wang, R Nathan, J Wei Environmental Modelling & Software 124, 104587, 2020 | 48 | 2020 |
Including stakeholder input in formulating and solving real-world optimisation problems: Generic framework and case study W Wu, HR Maier, GC Dandy, R Leonard, K Bellette, S Cuddy, ... Environmental modelling & software 79, 197-213, 2016 | 44 | 2016 |
A method for comparing data splitting approaches for developing hydrological ANN models W Wu, R May, GC Dandy, HR Maier | 32 | 2012 |
Identification of optimal water supply portfolios for a major city W Wu, GC Dandy, HR Maier, S Maheepala, A Marchi, F Mirza Journal of water resources planning and management 143 (9), 05017007, 2017 | 31 | 2017 |
Multi-objective genetic algorithm optimisation of water distribution systems accounting for sustainability W Wu, AR Simpson, HR Maier Water Down Under 2008: Incorporating 31st Hydrology and Water Resources …, 2008 | 28 | 2008 |
A multi-class toll-based approach to reduce total emissions on roads for sustainable urban transportation L Perera, RG Thompson, W Wu Sustainable Cities and Society 63, 102435, 2020 | 23 | 2020 |
Artificial neural network based hybrid modeling approach for flood inundation modeling S Xie, W Wu, S Mooser, QJ Wang, R Nathan, Y Huang Journal of Hydrology 592, 125605, 2021 | 22 | 2021 |
Application of artificial neural networks to forecasting water quality in a chloraminated water distribution system W Wu, G Dandy, H Maier The Modelling and Simulation Society of Australia and NZ, 2011 | 21 | 2011 |