Shuming Liu
Shuming Liu
Professor, School of Environment, Tsinghua University
Verified email at
Cited by
Cited by
Decision support for sustainable option selection in integrated urban water management
CK Makropoulos, K Natsis, S Liu, K Mittas, D Butler
Environmental modelling & software 23 (12), 1448-1460, 2008
Chemical solutions for greywater recycling
M Pidou, L Avery, T Stephenson, P Jeffrey, SA Parsons, S Liu, FA Memon, ...
Chemosphere 71 (1), 147-155, 2008
Urban water quality prediction based on multi-task multi-view learning
Y Liu, Y Zheng, Y Liang, S Liu, DS Rosenblum
Proceedings of the 25th international joint conference on artificial …, 2016
A review of data-driven approaches for burst detection in water distribution systems
Y Wu, S Liu
Urban Water Journal 14 (9), 972-983, 2017
Short-term water demand forecast based on deep learning method
G Guo, S Liu, Y Wu, J Li, R Zhou, X Zhu
Journal of Water Resources Planning and Management 144 (12), 04018076, 2018
Integrating water quality and operation into prediction of water production in drinking water treatment plants by genetic algorithm enhanced artificial neural network
Y Zhang, X Gao, K Smith, G Inial, S Liu, LB Conil, B Pan
Water research 164, 114888, 2019
Burst detection in district metering areas using a data driven clustering algorithm
Y Wu, S Liu, X Wu, Y Liu, Y Guan
Water research 100, 28-37, 2016
Impacts of residence time during storage on potential of water saving for grey water recycling system
S Liu, D Butler, FA Memon, C Makropoulos, L Avery, B Jefferson
Water research 44 (1), 267-277, 2010
Life cycle impact assessment of greywater recycling technologies for new developments.
F Memon, Z Zheng, D Butler, C Shirley-Smith, S Liu, C Makropoulos, ...
Environmental Monitoring and Assessment Journal 129, 27-35, 2007
A tiered risk-based approach for predicting diffuse and point source phosphorus losses in agricultural areas
AL Heathwaite, RM Dils, S Liu, L Carvalho, RE Brazier, L Pope, ...
Science of the Total Environment 344 (1-3), 225-239, 2005
Effect of granular activated carbon pore-size distribution on biological activated carbon filter performance
Z Lu, W Sun, C Li, W Cao, Z Jing, S Li, X Ao, C Chen, S Liu
Water Research 177, 115768, 2020
Insight into PPCP degradation by UV/NH2Cl and comparison with UV/NaClO: Kinetics, reaction mechanism, and DBP formation
S Li, X Ao, C Li, Z Lu, W Cao, F Wu, S Liu, W Sun
Water Research 182, 115967, 2020
Urbanization impacts on greenhouse gas (GHG) emissions of the water infrastructure in China: Trade-offs among sustainable development goals (SDGs)
Q Zhang, S Liu, T Wang, X Dai, Y Baninla, J Nakatani, Y Moriguchi
Journal of Cleaner Production 232, 474-486, 2019
Can China reduce energy for water? A review of energy for urban water supply and wastewater treatment and suggestions for change
K Smith, S Liu, Y Liu, S Guo
Renewable and Sustainable Energy Reviews 91, 41-58, 2018
Comparison of NOM removal and microbial properties in up-flow/down-flow BAC filter
L Han, W Liu, M Chen, M Zhang, S Liu, R Sun, X Fei
Water Research 47 (14), 4861-4868, 2013
Characterization of corrosion scale formed on stainless steel delivery pipe for reclaimed water treatment
Y Cui, S Liu, K Smith, K Yu, H Hu, W Jiang, Y Li
Water research 88, 816-825, 2016
Burst detection in district metering areas using deep learning method
X Wang, G Guo, S Liu, Y Wu, X Xu, K Smith
Journal of Water Resources Planning and Management 146 (6), 04020031, 2020
A hybrid evolutionary data driven model for river water quality early warning
A Burchard-Levine, S Liu, F Vince, M Li, A Ostfeld
Journal of environmental management 143, 8-16, 2014
Using genetic algorithms to calibrate a water quality model
S Liu, D Butler, R Brazier, L Heathwaite, S Khu
Science of the Total Environment 374, 260-272, 2007
Energy for conventional water supply and wastewater treatment in urban China: a review
K Smith, S Liu
Global Challenges 1 (5), 1600016, 2017
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