Overview

I am a professor of water intelligence at the Centre for Water Systems, University of Exeter and a Turing fellow at the Alan Turing Institute, the UK's national institute for data science and artificial intelligence. I am currently a fellow of the International Water Association (IWA) and was a Royal Society Industry Fellow working with Northumbrian Water Limited (2017-2022). I have a Bachelor's degree and a Masters in Hydraulic Engineering both from Shandong University, and a PhD in Water Resources Engineering from Dalian University of Technology, China. I worked as a researcher at the University of Bristol and Imperial College London before joining the University of Exeter. I am currently serving as an associate editor for the ASCE Journal of Water Resources Planning and Management and H2Open Journal, and an editorial board member for Hydrology Research and Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 

Research Interests

My research focuses on developing and applying new computer models, data analytics and artificial intelligence tools to tackle water challenges in reservoir operation, water supply resilience, network leakage, flood risk and resilience, sewer blockage, urban stormwater  and wastewater management.

To tackle uncertainty, I worked on developing a new theoretical uncertainty analysis framework of imprecise probabilities, which enables an accurate representation of uncertainty of various types and thus quantify their impacts on water systems. The new framework has been applied to climate modelling, flood analysis, and water system design. To tackle system complexity, I explored three different levels from model development, algorithm design to analytics tools for interactive and transparent decision making. Highlights in this area include the work on many-objective visual analytics for water infrastructure systems (water supply, urban drainage and urban wastewater systems), yielding an award of the Quentin Martin Best Practice Paper by ASCE Journal of Water Resources Planning & Management.

I have worked extensively on modelling and control of integrated urban wastewater systems including urban drainage/sewer systems and wastewater treatment plants. The work has been particularly fruitful in modelling of greenhouse gas emissions from wastewater treatment, highlighted by a number of Water Research papers and the prestigious UK ‘Scopus Young Researcher Prize’ awarded to doctoral student Chris Sweetapple.

Current research areas include:

• Deep learning for water system management
• Deep reinforcement learning for water system operation and planning
• Digital twins for resilient and sustainable water management 
• Smart water and wastewater infrastructure systems
• Integrated modelling and real time control of urban wastewater systems
• Water distribution system design and management
• Urban green infrastructure and sponge cities
• Flood risk and resilience analysis
• Drought assessment and management 
• Reservoir operation
• Water resources analysis
• Climate change impacts and adaptation

PhD Students

Highly motivated students are welcome to apply for PhD study in the above research areas. In particular, I am offering to supervise self-funded PhD students in the following areas: 

• Urban flood modelling and resilience analysis using hydrodynamic models and machine learning models
• Real-time control of water distribution systems or urban wastewater systems using deep reinforcement learning
• Leakage or blockage detection, optimal sensor placement  
• Real-time reservoir/hydropower system operation

中国学生请点击Exeter大学官方微信介绍. Chinese students can now apply for the 50 full-time PhD Scholarships jointly funded by the China Scholarship Council and University of Exeter. Applicants are most welcome to contact me to discuss the research topic before the application deadline, which is normally in early Janurary. 

Selected Awards and Honours

• 2018 EWRI 'Best Research-Oriented Paper' award from the ASCE Journal of Water Resources Planning & Management.
• Doctoral student Dr Chris Sweetapple won the prestigious Scopus Young Researcher UK Award in the category of Environmental Science 2015.
• 2014 EWRI 'Quentin Martin Best Practice-Oriented Paper' award from the ASCE Journal of Water Resources Planning & Management.
• Leading member of the team which won the Battle of Water Networks II competition, organised by the 14th Water Distribution Systems Analysis conference, 24-27 September 2012, Adelaide, Australia
• The Best Paper Prize of the 14th Water Distribution Systems Analysis conference, 24-27 September 2012, Adelaide, Australia

Selected Research Grants

• Royal Society Industry Fellowship: Real-time Decision Analytics for Smart Water Infrastructure (April 2017 - Mar 2021).
• EPSRC, BRIM: Building Resilience Into Risk Management (1st March 2016 – 28th Feb 2019), PI. The project, which involves two partner universities Cranfield and Loughborough, will develop a shared, multi-disciplinary vision of how to build resilience into networked risk management for highly complex engineered systems. It is part of £21 million ‘Engineering Grand Challenges’, announced by Science Minister Jo Johnson on 16th Oct 2015.
• British Council, Global Innovation Initiative – Flood impact assessment in mega cities under urban sprawl and climate change, 31 Mar 2015 – 30 Mar 2017, Co-I.
• British Council and UKIERI, Water Security and Infrastructure Resilience under Climate Change (15th Mar 2014-31th May 2016), PI
• EPSRC, Safe & SuRe: a new paradigm for water management (1st March 2013 – 28th Feb 2018), Co-I
• EPSRC, Clean Water for All: Safe & SuRe, Co-I
• British Council and CSC, Development and Application of Hydroinformatics Tools for Urban Stormwater Management (1st Dec 2012- 31st Dec 2014) – Co-I
• Royal Academy of Engineering, Integrated water quality management in a mixed rural and urban catchment (1st May – 31st Dec 2013), Co-I
• Royal Society & NSFC, Optimizing Strategies and Technologies for Nonpoint Source Pollution Control (1st April 2013 – 31st March 2015), PI
• EU FP7 - Marie Curie Initial Training Networks: Sustainable and Integrated Urban Water System Management - SANITAS (1st Nov 2011- 31st Oct 2015) – Co-I
• Royal Academy of Engineering, Integrated water energy management of complex water systems under uncertainty, 1st July 2012- 31st August 2013, - PI.

Selected Publications

• Ma T, Sun S, Fu G, Hall JW, Ni Y, He L, Yi J, Zhao N, Du Y, Pei T. (2020) Pollution exacerbates China’s water scarcity and its regional inequality, Nature Communications, volume 11, no. 1, article no. 650. 
• Zhou X, Tang Z, Xu W, Meng F, Chu X, Xin K, Fu G. (2019) Deep learning identifies accurate burst locations in water distribution networks, Water Research, volume 166.
• Casal-Campos A, Fu G, Butler D, Moore A (2015). An Integrated Environmental Assessment of Green and Gray Infrastructure Strategies for Robust Decision Making, Environmental Science and Technology 49(14):8307-14.
• Sweetapple C, Fu G, Butler D. (2014). Identifying sensitive sources and key operational parameters for the reduction of greenhouse gas emissions from wastewater treatment, Water Research, volume 62, pages 249-259.
• Fu G, Kapelan Z, Kasprzyk J, Reed P. (2013) Optimal design of water distribution systems using many-objective visual analytics, Journal of Water Resources Planning and Management, volume 139, no. 6, pages 624-633.
• Sweetapple C, Fu G, Butler D. (2014) Multi-objective optimisation of wastewater treatment plant control to reduce greenhouse gas emissions, Water Research, volume 55, pages 52-62.
• Fu G, Kapelan Z, Reed P. (2012) Reducing the complexity of multi-objective water distribution system optimization through global sensitivity analysis, ASCE-Journal of Water Resources Planning and Management, volume 138, no. 3, pages 196-207.
• Fu G., Butler D., Khu S.T., and Sun S., 2011. Imprecise probabilistic evaluation of sewer flooding in urban drainage systems using random set theory, Water Resources Research, 47, W02534, doi:10.1029/2009WR008944.
• Fu G., Butler D., Khu S.T., 2008. Multiple objective optimal control of integrated urban wastewater systems, Environmental Modelling and Software, 23(2), 225-234.

         

Back to top

---

Publications

_{Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.}

| 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2005 | 2004 | 2003 | 2002 | 2001 |

2024

• Situ Z, Wang Q, Teng S, Feng W, Chen G, Zhou Q, Fu G. (2024) Improving urban flood prediction using LSTM-DeepLabv3+ and Bayesian optimization with spatiotemporal feature fusion, Journal of Hydrology, volume 630, DOI:10.1016/j.jhydrol.2024.130743.
• Rodriguez M, Fu G, Butler D, Yuan Z, Cook L. (2024) The effect of green infrastructure on resilience performance in combined sewer systems under climate change, Journal of Environmental Management, volume 353, DOI:10.1016/j.jenvman.2024.120229.
• Li Z, Liu H, Zhang C, Fu G. (2024) Gated graph neural networks for identifying contamination sources in water distribution systems, J Environ Manage, volume 351, DOI:10.1016/j.jenvman.2023.119806. [PDF]
• Li Z, Liu H, Zhang C, Fu G. (2024) Real-time water quality prediction in water distribution networks using graph neural networks with sparse monitoring data, Water Res, volume 250, DOI:10.1016/j.watres.2023.121018. [PDF]
• Joyce J, Arthur R, Fu G, Bialkowski A, Williams H. (2024) Using Social Sensing to Validate Flood Risk Modelling in England, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 14472 LNAI, pages 95-106, DOI:10.1007/978-981-99-8391-9_8.
• Wang X, Fu G, Ren N-Q. (2024) Artificial intelligence is transforming the research paradigm of environmental science and engineering, Environ Sci Ecotechnol, volume 19, DOI:10.1016/j.ese.2023.100346. [PDF]
• Tian W, Fu G, Xin K, Zhang Z, Liao Z. (2024) Improving the interpretability of deep reinforcement learning in urban drainage system operation, Water Research, volume 249, pages 120912-120912, article no. 120912, DOI:10.1016/j.watres.2023.120912. [PDF]

2023

• Kar B, Mohebbi S, Fu G, Ye X, Omitaomu OA. (2023) ARIC 2022 Workshop Report: The 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities Seattle, WA, USA November 1, 2022, SIGSPATIAL Special, volume 14, no. 1, pages 8-11, DOI:10.1145/3632268.3632272.
• Fu G, Sun S, Hoang L, Yuan Z, Butler D. (2023) Artificial intelligence underpins urban water infrastructure of the future: A holistic perspective, Cambridge Prisms: Water, volume 1, article no. e14, DOI:10.1017/wat.2023.15. [PDF]
• Zhang B, Li Y, Zhang C, Hu C, Fu G, Cai X. (2023) Dual water-electricity cooperation improves economic benefits and water equality in the Lancang-Mekong River Basin, Nat Commun, volume 14, no. 1, DOI:10.1038/s41467-023-42009-8. [PDF]
• Liu Y, Xin Z, Sun S, Zhang C, Fu G. (2023) Assessing environmental, economic, and social impacts of inter-basin water transfer in China, Journal of Hydrology, volume 625, DOI:10.1016/j.jhydrol.2023.130008.
• Wang L, Xu B, Zhang C, Chen X, Zheng Y, Zhang J, Fu G. (2023) Exploring the trade-offs among hydropower benefits, environmental flow, and surface water temperature in a large reservoir under deep uncertainty, Journal of Hydrology, volume 624, DOI:10.1016/j.jhydrol.2023.129913.
• Sun S, Konar M, Tang Q, Fu G, Fang C, Wang J, Ni Y, Ma T. (2023) Tracing surface water pollution in China’s supply chain, Journal of Hydrology, volume 624, pages 129960-129960, article no. 129960, DOI:10.1016/j.jhydrol.2023.129960. [PDF]
• Rodriguez M, Fu G, Butler D, Yuan Z, Cook L. (2023) Global resilience analysis of combined sewer systems under continuous hydrologic simulation, J Environ Manage, volume 344, DOI:10.1016/j.jenvman.2023.118607. [PDF]
• Wang Y, Zhang C, Chen AS, Wang G, Fu G. (2023) Exploring the relationship between urban flood risk and resilience at a high-resolution grid cell scale, Sci Total Environ, volume 893, DOI:10.1016/j.scitotenv.2023.164852. [PDF]
• Shu F, Liu H, Fu G, Sun S, Li Y, Ding W, Wu J, Zhou H, Yuan Y, He J. (2023) Unraveling the Impact of COVID-19 Pandemic Dynamics on Commercial Water-Use Variation, Journal of Water Resources Planning and Management, volume 149, no. 8, DOI:10.1061/jwrmd5.wreng-5940. [PDF]
• Situ Z, Wang Q, Teng S, Feng W, Chen G, Zhou Q, Fu G. (2023) Improving Urban Flood Prediction using LSTM-DeepLabv3+ and Bayesian Optimization with Spatiotemporal feature fusion, Journal of Hydrology, volume 630. [PDF]
• Zhang L, Qin H, Mao J, Cao X, Fu G. (2023) High temporal resolution urban flood prediction using attention-based LSTM models, Journal of Hydrology, volume 620, DOI:10.1016/j.jhydrol.2023.129499.
• Liu G, Savic D, Fu G. (2023) Short-term water demand forecasting using data-centric machine learning approaches, Journal of Hydroinformatics, volume 25, no. 3, pages 895-911, DOI:10.2166/hydro.2023.163.
• Zhou J, Pang Y, Fu G, Wang H, Zhang Y, Memon FA. (2023) A review of urban rainwater harvesting in China, Journal of Water Reuse and Desalination, volume 13, no. 1, pages 1-17, DOI:10.2166/wrd.2023.041.
• Li Z, Liu H, Zhang C, Fu G. (2023) Generative adversarial networks for detecting contamination events in water distribution systems using multi-parameter, multi-site water quality monitoring, ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY, volume 14, article no. ARTN 100231, DOI:10.1016/j.ese.2022.100231. [PDF]
• Li Z, Liu H, Zhang C, Fu G. (2023) Generative adversarial networks for detecting contamination events in water distribution systems using multi-parameter, multi-site water quality monitoring, Environmental Science and Ecotechnology, volume 14, pages 100231-100231, article no. 100231, DOI:10.1016/j.ese.2022.100231. [PDF]
• Sun S, Tang Q, Konar M, Fang C, Liu H, Liu X, Fu G. (2023) Water transfer infrastructure buffers water scarcity risks to supply chains, Water Res, volume 229, DOI:10.1016/j.watres.2022.119442. [PDF]

2022

• Kar B, Mohebbi S, Fu G, Ye X, Omitaomu OA. (2022) ARIC 2021 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, SIGSPATIAL Special, volume 13, no. 3, pages 11-14, DOI:10.1145/3578484.3578489.
• Chen X, Zheng Y, Wang L, Han F, Zeng Z, Xu P, Fu G, Zhang C. (2022) Climate change may neutralize the sediment starvation in mega deltas caused by hydropower dams, Sustainable Horizons, volume 4, DOI:10.1016/j.horiz.2022.100041.
• Flores-Alsina X, Arnell M, Corominas L, Sweetapple C, Fu G, Butler D, Vanrolleghem PA, Gernaey KV, Jeppsson U. (2022) Benchmarking strategies to control GHG production and emissions, Quantification and Modelling of Fugitive Greenhouse Gas Emissions from Urban Water Systems: A report from the IWA Task Group on GHG, 213-228, DOI:10.2166/9781789060461_213.
• Kar B, Mohebbi S, Fu G, Ye X, Omitaomu OA. (2022) FOREWORD, Proceedings of the 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2022, pages III-IV.
• Fu G, Zhang C, Hall JW, Butler D. (2022) Are sponge cities the solution to China's growing urban flooding problems?, WIREs Water, volume 10, no. 1, DOI:10.1002/wat2.1613. [PDF]
• Wang Y, Zhang X, Zhang D, Fu G, Dong X, Zeng S. (2022) The structure design of integrated urban drainage systems: A view of robust optimization, J Environ Manage, volume 322, DOI:10.1016/j.jenvman.2022.116050. [PDF]
• Fu G, Jin Y, Sun S, Yuan Z, Butler D. (2022) The role of deep learning in urban water management: A critical review, Water Research, volume 223, pages 118973-118973, article no. 118973, DOI:10.1016/j.watres.2022.118973. [PDF]
• Leandro J, Fu G, Gourbesville P. (2022) Editorial: Resilience of Urban Water Infrastructures: Challenges and Opportunities, Frontiers in Earth Science, volume 10, DOI:10.3389/feart.2022.947273.
• Li X, Xu W, Ren M, Jiang Y, Fu G. (2022) Hybrid CNN-LSTM models for river flow prediction, Water Supply, volume 22, no. 5, pages 4902-4919, DOI:10.2166/ws.2022.170.
• Flores-Alsina X, Arnell M, Corominas L, Sweetapple C, Fu G, Butler D, Vanrolleghem PA, Gernaey KV, Jeppsson U. (2022) Benchmarking strategies to control GHG production and emissions, Quantification and Modelling of Fugitive Greenhouse Gas Emissions from Urban Water Systems, IWA Publishing, 213-228, DOI:10.2166/9781789060461_0213.
• Zhang B, Li Y, Zhang C, Hu C, Fu G, Cai X. (2022) Dual water-electricity cooperation improves economic benefits and water equality in the Lancang-Mekong River Basin, DOI:10.21203/rs.3.rs-1274217/v1. [PDF]
• Zhang B, Li Y, Zhu T, Fu G, Zhang C, Xu M. (2022) Basin-Wide Water Resources Management Strategies Improve Cooperation Effectiveness and Benefits, Journal of Water Resources Planning and Management, volume 148, no. 5, DOI:10.1061/(ASCE)WR.1943-5452.0001526.
• Li Z, Zhang C, Liu H, Zhang C, Zhao M, Gong Q, Fu G. (2022) Developing stacking ensemble models for multivariate contamination detection in water distribution systems, Science of The Total Environment, volume 828, pages 154284-154284, article no. 154284, DOI:10.1016/j.scitotenv.2022.154284. [PDF]
• Wang L, Xu B, Zhang C, Fu G, Chen X, Zheng Y, Zhang J. (2022) Surface water temperature prediction in large-deep reservoirs using a long short-term memory model, Ecological Indicators, volume 134, DOI:10.1016/j.ecolind.2021.108491.
• Liu H, Sun S, Fang C, van den Berg P, Dane G, Li J, Fu G. (2022) Public perceptions of physical and virtual water in China, Sci Total Environ, volume 812, DOI:10.1016/j.scitotenv.2021.151460. [PDF]

2021

• Kar B, Fu G, Mohebbi S, Ye X, Omitaomu OA. (2021) Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities (ARIC 2021), Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2021, pages I-III.
• Li Z, Liu H, Luo C, Fu G. (2021) Assessing Surface Water Flood Risks in Urban Areas Using Machine Learning, Water, volume 13, no. 24, pages 3520-3520, DOI:10.3390/w13243520. [PDF]
• Kar B, Ye X, Mohebbi S, Fu G. (2021) The 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, SIGSPATIAL Special, volume 12, no. 3, pages 23-25, DOI:10.1145/3447994.3448004.
• Xu C, Liu Z, Chen Z, Zhu Y, Yin D, Leng L, Jia H, Zhang X, Xia J, Fu G. (2021) Environmental and economic benefit comparison between coupled grey-green infrastructure system and traditional grey one through a life cycle perspective, Resources, Conservation and Recycling, volume 174, DOI:10.1016/j.resconrec.2021.105804.
• Webber JL, Wigley S, Paling N, Kapelan Z, Fu G. (2021) From site-focused intervention towards landscape-scale surface water management using Synthetic Stream Networks and Rapid Scenario Screening, Blue-Green Systems, volume 3, no. 1, pages 13-30, DOI:10.2166/bgs.2021.019. [PDF]
• Webber JL, Balbi M, Lallemant D, Gibson MJ, Fu G, Butler D, Hamel P. (2021) Towards Regional Scale Stormwater Flood Management Strategies through Rapid Preliminary Intervention Screening, Water, volume 13, no. 15, pages 2027-2027, DOI:10.3390/w13152027. [PDF]
• Rodriguez M, Fu G, Butler D, Yuan Z, Sharma K. (2021) Exploring the Spatial Impact of Green Infrastructure on Urban Drainage Resilience, Water, volume 13, no. 13, pages 1789-1789, DOI:10.3390/w13131789. [PDF]
• Diao K, Jung D, Farmani R, Fu G, Butler D, Lansey K. (2021) Modular interdependency analysis for water distribution systems, Water Research, volume 201, DOI:10.1016/j.watres.2021.117320.
• Yu B, Li Y, Chu J, Ding W, Fu G, Leng X, Yang T. (2021) Pricing strategy for residential water in drought years. Application to the city of Tianjin, China, Water (Switzerland), volume 13, no. 8, DOI:10.3390/w13081073.
• Pei S, Liu H, Zhu Y, Zhang C, Zhao M, Fu G, Yang K, Yuan Y, Zhang C. (2021) Identifying Flow Patterns in Water Pipelines Using Complex Network Theory, Journal of Hydraulic Engineering, volume 147, no. 6, DOI:10.1061/(ASCE)HY.1943-7900.0001882.
• Fu G, Butler D. (2021) Pathways towards sustainable and resilient urban water systems, IWA publishing, DOI:10.2166/9781789060768_0003.
• Xu W, Meng F, Guo W, Li X, Fu G. (2021) Deep Reinforcement Learning for Optimal Hydropower Reservoir Operation, Journal of Water Resources Planning and Management, no. 8, DOI:10.1061/(ASCE)WR.1943-5452.0001409.
• Sun S, Zhou X, Liu H, Jiang Y, Zhou H, Zhang C, Fu G. (2021) Unraveling the effect of inter-basin water transfer on reducing water scarcity and its inequality in China, WATER RESEARCH, volume 194, article no. ARTN 116931, DOI:10.1016/j.watres.2021.116931. [PDF]
• Yin D, Chen Y, Jia H, Wang Q, Chen Z, Xu C, Li Q, Wang W, Yang Y, Fu G. (2021) Sponge city practice in China: A review of construction, assessment, operational and maintenance, Journal of Cleaner Production, volume 280, pages 124963-124963, article no. 124963, DOI:10.1016/j.jclepro.2020.124963. [PDF]

2020

• Kar B, Omitaomu OA, Ye X, Mohebbi S, Fu G. (2020) ARIC 2019 workshop report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, SIGSPATIAL Special, volume 11, no. 3, pages 18-19, DOI:10.1145/3383653.3383660.
• Staszek D, Savic D, Fu G. (2020) An Integrated Approach to Water Resources and Investment Planning for Water Utilities, DOI:10.1007/978-981-15-5436-0_19.
• Wang XC, Fu G. (2020) Water-Wise Cities and Sustainable Water Systems Concepts, Technologies, and Applications, IWA Publishing.
• Kar B, Ye X, Mohebbi S, Fu G. (2020) FOREWORD, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2020.
• Xu W, Jiang Y, Zhang X, Li Y, Zhang R, Fu G. (2020) Using long short-term memory networks for river flow prediction, Hydrology Research, volume 51, no. 6, pages 1358-1376, DOI:10.2166/nh.2020.026.
• Ashagre BB, Fu G, Butler D. (2020) Automation and real-time control of urban wastewater systems: a review of the move towards sustainability, Journal of Water Supply: Research and Technology-Aqua, volume 69, no. 8, pages 751-768, DOI:10.2166/aqua.2020.074. [PDF]
• Rodriguez M, Fu G, Butler D. (2020) Green infrastructures and their impact on resilience, SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, DOI:10.1145/3423455.3430302. [PDF]
• Wu J, Liu H, Wei G, Fu G, Markus M, Ye L, Zhang C, Zhou H. (2020) Flash Flood Peak Estimation in Small Mountainous Catchments Based on Distributed Geomorphological Unit Hydrographs Using Fuzzy C -Means Clustering, Journal of Hydrologic Engineering, volume 25, no. 12, DOI:10.1061/(ASCE)HE.1943-5584.0002014.
• Baker K, Ward S, Turner B, Webber J, Sweetapple C, Drake P, Thomas D, Melville-Shreeve P, Fu G, Cherington-Rimmell S. (2020) Co-producing research with academics and industry to create a more resilient UK water sector, Research for All, volume 4, pages 150-168, DOI:10.14324/RFA.04.2.02. [PDF]
• Jiang J, Tang S, Han D, Fu G, Solomatine D, Zheng Y. (2020) A comprehensive review on the design and optimization of surface water quality monitoring networks, Environmental Modelling & Software, volume 132, pages 104792-104792, article no. 104792, DOI:10.1016/j.envsoft.2020.104792. [PDF]
• Zhan X, Meng F, Liu S, Fu G. (2020) Comparing Performance Indicators for Assessing and Building Resilient Water Distribution Systems, JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, volume 146, no. 12, article no. ARTN 06020012, DOI:10.1061/(ASCE)WR.1943-5452.0001303. [PDF]
• Fu G, Meng F, Rivas Casado M, Kalawsky RS. (2020) Towards Integrated Flood Risk and Resilience Management, Water, volume 12, no. 6, pages 1789-1789, DOI:10.3390/w12061789. [PDF]
• Zhao M, Zhang C, Liu H, Fu G, Wang Y. (2020) Optimal sensor placement for pipe burst detection in water distribution systems using cost-benefit analysis, JOURNAL OF HYDROINFORMATICS, volume 22, no. 3, pages 606-618, DOI:10.2166/hydro.2020.158. [PDF]
• Sadr SMK, Casal-Campos A, Fu G, Farmani R, Ward S, Butler D. (2020) Strategic Planning of the Integrated Urban Wastewater System using Adaptation Pathways (dataset). [PDF]
• Liu H, Shoemaker C, Jiang Y, Fu G, Zhang C. (2020) Preconditioning Water Distribution Network Optimization with Headloss-Based Design Method, Journal of Water Resources Planning and Management.
• Sadr SMK, Casal-Campos A, Fu G, Farmani R, Ward S, Butler D. (2020) Strategic planning of the integrated urban wastewater system using adaptation pathways, Water Research, volume 182, pages 116013-116013, article no. 116013, DOI:10.1016/j.watres.2020.116013. [PDF]
• Ding W, Liu H, Li Y, Shang H, Zhang C, Fu G. (2020) Unraveling the Effects of Long-Distance Water Transfer for Ecological Recharge, Journal of Water Resources Planning and Management, volume 146, no. 9, DOI:10.1061/(asce)wr.1943-5452.0001272. [PDF]
• Cheng M, Qin H, Fu G, He K. (2020) Performance evaluation of time-sharing utilization of multi-function sponge space to reduce waterlogging in a highly urbanizing area, Journal of Environmental Management, volume 269, DOI:10.1016/j.jenvman.2020.110760.
• Paez D, Filion Y, Castro-Gama M, Quintiliani C, Santopietro S, Sweetapple C, Meng F, Farmani R, Fu G, Butler D. (2020) Battle of Postdisaster Response and Restoration, Journal of Water Resources Planning and Management, volume 146, no. 8, DOI:10.1061/(asce)wr.1943-5452.0001239. [PDF]
• Leng L, Mao X, Jia H, Xu T, Chen AS, Yin D, Fu G. (2020) Performance assessment of coupled green-grey-blue systems for Sponge City construction, Science of The Total Environment, volume 728, pages 138608-138608, article no. 138608, DOI:10.1016/j.scitotenv.2020.138608. [PDF]
• Pagani A, Meng F, Fu G, Musolesi M, Guo W. (2020) Quantifying Resilience via Multiscale Feedback Loops in Water Distribution Networks, Journal of Water Resources Planning and Management, volume 146, no. 6, DOI:10.1061/(ASCE)WR.1943-5452.0001231.
• Yin D, Evans B, Wang Q, Chen Z, Jia H, Chen AS, Fu G, Ahmad S, Leng L. (2020) Integrated 1D and 2D model for better assessing runoff quantity control of low impact development facilities on community scale, Science of The Total Environment, volume 720, pages 137630-137630, article no. 137630, DOI:10.1016/j.scitotenv.2020.137630. [PDF]
• Ma T, Sun S, Fu G, Hall JW, Ni Y, He L, Yi J, Zhao N, Du Y, Pei T. (2020) Pollution exacerbates China’s water scarcity and its regional inequality, Nature Communications, volume 11, no. 1, article no. 650, DOI:10.1038/s41467-020-14532-5. [PDF]
• Meng F, Fu G, Butler D. (2020) Regulatory Implications of Integrated Real-Time Control Technology under Environmental Uncertainty, Environmental Science & Technology, volume 54, no. 3, pages 1314-1325, DOI:10.1021/acs.est.9b05106. [PDF]
• Tang R, Li K, Ding W, Wang Y, Zhou H, Fu G. (2020) Reference Point Based Multi-Objective Optimization of Reservoir Operation: a Comparison of Three Algorithms, Water Resources Management, volume 34, no. 3, pages 1005-1020, DOI:10.1007/s11269-020-02485-9. [PDF]
• Wei Z, Pagani A, Fu G, Guymer I, Chen W, McCann J, Guo W. (2020) Optimal Sampling of Water Distribution Network Dynamics Using Graph Fourier Transform, IEEE Transactions on Network Science and Engineering, volume 7, no. 3, pages 1570-1582, DOI:10.1109/tnse.2019.2941834. [PDF]

2019

• Pagani A, Meng F, Fu G, Musolesi M, Guo W. (2019) Quantifying Networked Resilience via Multi-Scale Feedback Loops in Water Distribution Networks, DOI:10.48550/arxiv.1904.03004.
• Wei Z, Pagani A, Fu G, Guymer I, Chen W, McCann J, Guo W. (2019) Optimal Sampling of Water Distribution Network Dynamics using Graph Fourier Transform, DOI:10.48550/arxiv.1904.03437.
• Kar B, Omitaomu OA, Ye X, Mohebbi S, Fu G. (2019) Foreword, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2019.
• Webber JL, Fletcher TD, Cunningham L, Fu G, Butler D, Burns MJ. (2019) Is green infrastructure a viable strategy for managing urban surface water flooding?, Urban Water Journal, volume 17, no. 7, pages 598-608, DOI:10.1080/1573062x.2019.1700286. [PDF]
• Zhu X, Zhang A, Wu P, Qi W, Fu G, Yue G, Liu X. (2019) Uncertainty impacts of climate change and downscaling methods on future runoff projections in the Biliu River basin, Water (Switzerland), volume 11, no. 10, DOI:10.3390/w11102130.
• Webber J, Kapelan Z, Fu G. (2019) Achieving regional scale surface water management using synthetic stream networks, Computing and Control in the Water Industry 2019, Exeter, 1st Sep - 4th Oct 2019.
• Webber JL, Burns MJ, Fu G, Butler D, Fletcher TD. (2019) Evaluating City Scale Surface Water Management Using a Rapid Assessment Framework in Melbourne, Australia, Green Energy and Technology, pages 920-925, DOI:10.1007/978-3-319-99867-1_158.
• Zhou X, Tang Z, Xu W, Meng F, Chu X, Xin K, Fu G. (2019) Deep learning identifies accurate burst locations in water distribution networks, Water Research, volume 166, DOI:10.1016/j.watres.2019.115058.
• Liu H, Zhu Y, Pei S, Savić D, Fu G, Zhang C, Yuan Y, Zhang J. (2019) Flow regime identification for air valves failure evaluation in water pipelines using pressure data, Water Research, volume 165, pages 115002-115002, article no. 115002, DOI:10.1016/j.watres.2019.115002. [PDF]
• Wang Y, Meng F, Liu H, Zhang C, Fu G. (2019) Assessing catchment scale flood resilience of urban areas using a grid cell based metric, Water Res, volume 163, DOI:10.1016/j.watres.2019.114852. [PDF]
• Sun S, Fu G, Bao C, Fang C. (2019) Identifying hydro-climatic and socioeconomic forces of water scarcity through structural decomposition analysis: A case study of Beijing city, Science of the Total Environment, volume 687, pages 590-600, DOI:10.1016/j.scitotenv.2019.06.143.
• Walski T, Liu H, Fu G, Zhang C. (2019) Which isolation valves are most important?, World Environmental and Water Resources Congress 2019: Hydraulics, Waterways, and Water Distribution Systems Analysis - Selected Papers from the World Environmental and Water Resources Congress 2019, pages 557-563, DOI:10.1061/9780784482353.053.
• Saravi S, Kalawsky R, Joannou D, Casado MR, Fu G, Meng F. (2019) Use of artificial intelligence to improve resilience and preparedness against adverse flood events, Water (Switzerland), volume 11, no. 5, DOI:10.3390/w11050973.
• Joannou D, Kalawsky R, Saravi S, Casado MR, Fu G, Meng F. (2019) A Model-Based Engineering Methodology and Architecture for Resilience in Systems-of-Systems: A Case of Water Supply Resilience to Flooding, WATER, volume 11, no. 3, article no. ARTN 496, DOI:10.3390/w11030496. [PDF]
• Webber J. (2019) Reliable and Resilient Surface Water Management through Rapid Scenario Screening.
• Fu G, Ni G, Zhang C. (2019) Recent Advances in Adaptive Catchment Management and Reservoir Operation, Water, DOI:10.3390/w11030427.
• Zhang C, Ding W, Li Y, Meng F, Fu G. (2019) Cost-Benefit Framework for Optimal Design of Water Transfer Systems, Journal of Water Resources Planning and Management, volume 145, no. 5, DOI:10.1061/(ASCE)WR.1943-5452.0001059.
• Webber JL, Fu G, Butler D. (2019) Comparing cost-effectiveness of surface water flood management interventions in a UK catchment, Journal of Flood Risk Management, volume 12, DOI:10.1111/jfr3.12523.
• Sweetapple C, Fu G, Farmani R, Butler D. (2019) Exploring wastewater system performance under future threats: Does enhancing resilience increase sustainability?, Water Research, volume 149, pages 448-459, DOI:10.1016/j.watres.2018.11.025.
• Chen S, Qin H-P, Zheng Y, Fu G. (2019) Spatial variations of pollutants from sewer interception system overflow, J Environ Manage, volume 233, pages 748-756, DOI:10.1016/j.jenvman.2018.09.082. [PDF]
• Qi W, Zhang C, Fu G, Sweetapple C, Liu Y. (2019) Impact of robustness of hydrological model parameters on flood prediction uncertainty, Journal of Flood Risk Management, volume 12, no. S1, DOI:10.1111/jfr3.12488.

2018

• Staszek D, Savic D, Fu G. (2018) Decision Making Methods for Water Resources Planning in England and Wales, EPiC Series in Engineering, volume 3, pages 2011-2002, DOI:10.29007/q7ds.
• Meng F, Sweetapple C, Fu G, Farmani R, Butler D. (2018) Placement of isolation valves for resilience management of water distribution systems, 1st International WDSA / CCWI 2018 Joint Conference.
• Sweetapple C, Diao K, Farmani R, Fu G, Butler D. (2018) A tool for global resilience analysis of water distribution systems, 1st International WDSA / CCWI 2018 Joint Conference.
• Sweetapple C, Meng F, Farmani R, Fu G, Butler D. (2018) A heuristic approach to water network post-disaster response and restoration, 1st International WDSA / CCWI 2018 Joint Conference.
• Ashagre B. (2018) Integrated Active Control Strategies and Licensing Approaches for Urban Wastewater Systems.
• Liu H, Zhang C, Jiang Y, Meng F, Fu G. (2018) Measuring surplus capacity for multiobjective optimal design of foul sewer systems, Urban Water Journal, volume 15, no. 8, pages 723-731, DOI:10.1080/1573062X.2018.1561907.
• Kar B, Omitaomu OA, Mohebbi S, Fu G. (2018) Foreword, Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2018.
• Webber J, Booth G, Gunasekara R, Fu G, Butler D. (2018) Validating a rapid assessment framework for screening surface water flood risk, Water and Environment Journal, DOI:10.1111/wej.12415.
• Liu H, Wang Y, Zhang C, Chen AS, Fu G. (2018) Correction to: Assessing real options in urban surface water flood risk management under climate change (Natural Hazards, (2018), 94, 1, (1-18), 10.1007/s11069-018-3349-1), Natural Hazards, volume 94, no. 1, DOI:10.1007/s11069-018-3422-9.
• Casal-Campos A, Sadr SMK, Fu G, Butler D. (2018) Reliable, Resilient and Sustainable Urban Drainage Systems: An Analysis of Robustness under Deep Uncertainty, Environmental Science and Technology, volume 52, no. 16, pages 9008-9021, DOI:10.1021/acs.est.8b01193.
• Meng F, Fu G, Farmani R, Sweetapple C, Butler D. (2018) Topological Attributes of Network Resilience: A Study in Water Distribution Systems. [PDF]
• Meng F, Fu G, Farmani R, Sweetapple C, Butler D. (2018) Topological Attributes of Network Resilience: A Study in Water Distribution Systems, Water Research, DOI:10.1016/j.watres.2018.06.048.
• Wang Y, Chen A, Fu G, Djordjevic S, Zhang C, Savic D. (2018) An integrated framework for high-resolution urban flood modelling considering multiple information sources and urban features, Environmental Modelling and Software, volume 107, pages 85-95, DOI:10.1016/j.envsoft.2018.06.010.
• Liu H, Wang Y, Zhang C, Chen A, Fu G. (2018) Assessing real options in urban surface water flood risk management under climate change, Natural Hazards, DOI:10.1007/s11069-018-3349-1.
• Zhang C, Chen X, Li Y, Ding W, Fu G. (2018) Water-energy-food nexus: Concepts, questions and methodologies, Journal of Cleaner Production, DOI:10.1016/j.jclepro.2018.05.194.
• Webber JL, Fu G, Butler D. (2018) Rapid surface water intervention performance comparison for urban planning, Water Sci Technol, volume 77, no. 7-8, pages 2084-2092, DOI:10.2166/wst.2018.122. [PDF]
• Qiu W, Meng F, Wang Y, Fu G, He J, Savic D, Zhao H. (2018) Assessing spatial and temporal variations in regional sustainability in mainland China from 2004 to 2014, Clean Technologies and Environmental Policy, DOI:10.1007/s10098-018-1540-4.
• Liu H, Zhao M, Zhang C, Fu G. (2018) Comparing topological partitioning methods for district metered areas in the water distribution network, Water (Switzerland), volume 10, no. 4, DOI:10.3390/w10040368.
• Sweetapple C, Fu G, Farmani R, Meng F, Ward S, Butler D. (2018) Attribute-based intervention development for increasing resilience of urban drainage systems, Water Sci Technol, volume 77, no. 5-6, pages 1757-1764, DOI:10.2166/wst.2018.070. [PDF]
• Mannina G, Butler D, Benedetti L, Deletic A, Fowdar H, Fu G, Kleidorfer M, McCarthy D, Mikkelsen PS, Rauch W. (2018) Greenhouse gas emissions from integrated urban drainage systems: Where do we stand?, JOURNAL OF HYDROLOGY, volume 559, pages 307-314, DOI:10.1016/j.jhydrol.2018.02.058. [PDF]
• Webber JL, Gibson MJ, Chen AS, Savic D, Fu G, Butler D. (2018) Rapid assessment of surface-water flood-management options in urban catchments, Urban Water Journal, volume 15, no. 3, pages 210-217, DOI:10.1080/1573062X.2018.1424212.
• Lu Q, Chang NB, Joyce J, Chen AS, Savic DA, Djordjevic S, Fu G. (2018) Exploring the potential climate change impact on urban growth in London by a cellular automata-based Markov chain model, Computers, Environment and Urban Systems, volume 68, pages 121-132, DOI:10.1016/j.compenvurbsys.2017.11.006.

2017

• Li K, Chen R, Fu G, Yao X. (2017) Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization. [PDF]
• Yang X, Tan L, He R, Fu G, Ye J, Liu Q, Wang G. (2017) Stochastic sensitivity analysis of nitrogen pollution to climate change in a river basin with complex pollution sources, Environmental Science and Pollution Research, volume 24, no. 34, pages 26545-26561, DOI:10.1007/s11356-017-0257-y. [PDF]
• Meng F, Fu G, Butler D. (2017) Cost-effective River Water Quality Management using Integrated Real-Time Control Technology, Environmental Science & Technology, volume 51, pages 9876-9886, DOI:10.1021/acs.est.7b01727. [PDF]
• Zhu X, Zhang C, Fu G, Li Y, Ding W. (2017) Bi-Level Optimization for Determining Operating Strategies for Inter-Basin Water Transfer-Supply Reservoirs, Water Resources Management, volume 31, no. 14, pages 4415-4432, DOI:10.1007/s11269-017-1756-9. [PDF]
• Wang M, Sweetapple C, Fu G, Farmani R, Butler D. (2017) A framework to support decision making in the selection of sustainable drainage system design alternatives, J Environ Manage, volume 201, pages 145-152, DOI:10.1016/j.jenvman.2017.06.034. [PDF]
• Pan S., Fu G, Chiang YM, Ran Q, Xu Y. (2017) A two-step sensitivity analysis for hydrological signatures in Jinhua River Basin, East China, Hydrological Sciences Journal, DOI:10.1080/02626667.2017.1388917.
• Zhang C, Li Y, Chu J, Fu G, Tang R, Qi W. (2017) Use of many-objective visual analytics to analyze water supply objective trade-offs with water transfer, Journal of Water Resources Planning and Management, volume 143, no. 8, DOI:10.1061/(ASCE)WR.1943-5452.0000800.
• Zhang C, Xu B, Li Y, Fu G. (2017) Exploring the relationships among reliability, resilience, and vulnerability of water supply using many-objective analysis, Journal of Water Resources Planning and Management, volume 143, no. 8, DOI:10.1061/(ASCE)WR.1943-5452.0000787.
• Liu H, Walski T, Fu G, Zhang C. (2017) Failure Impact Analysis of Isolation Valves in a Water Distribution Network, JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, volume 143, no. 7, article no. ARTN 04017019, DOI:10.1061/(ASCE)WR.1943-5452.0000766. [PDF]
• Sweetapple C, Fu G, Butler D. (2017) Reliable, Robust, and Resilient System Design Framework with Application to Wastewater-Treatment Plant Control, Journal of Environmental Engineering, volume 143, no. 3, DOI:10.1061/(asce)ee.1943-7870.0001171. [PDF]

2016

• Diao K, Sweetapple C, Farmani R, Fu G, Ward S, Butler D. (2016) Global resilience analysis of water distribution systems, Water Research, volume 106, pages 383-393, DOI:10.1016/j.watres.2016.10.011.
• Qi W, Zhang C, Fu G, Zhou H, Liu J. (2016) Quantifying Uncertainties in Extreme Flood Predictions under Climate Change for a Medium-Sized Basin in Northeastern China, Journal of Hydrometeorology, volume 17, no. 12, pages 3099-3112, DOI:10.1175/jhm-d-15-0212.1. [PDF]
• Zhou Q, Yu W, Chen AS, Jiang C, Fu G. (2016) Experimental Assessment of Building Blockage Effects in a Simplified Urban District, 12th International Conference on Hydroinformatics, HIC 2016, Incheon, South Korea, 21st - 26th Aug 2016, 12th International Conference on Hydroinformatics (HIC 2016) - Smart Water for the Future, volume 154, pages 844-852, DOI:10.1016/j.proeng.2016.07.448.
• Butler D, Ward S, Sweetapple C, Astaraie‐Imani M, Diao K, Farmani R, Fu G. (2016) Reliable, resilient and sustainable water management: the Safe & SuRe approach, Global Challenges, volume 1, no. 1, pages 63-77, DOI:10.1002/gch2.1010. [PDF]
• Meng F, Fu G, Butler D. (2016) Water quality permitting: From end-of-pipe to operational strategies, Water research, volume 101, pages 114-126, DOI:10.1016/j.watres.2016.05.078.
• Qi W, Zhang C, Fu G, Zhou H. (2016) Imprecise probabilistic estimation of design floods with epistemic uncertainties, Water Resources Research, volume 52, no. 6, pages 4823-4844, DOI:10.1002/2015wr017663. [PDF]
• Qi W, Zhang C, Fu G, Sweetapple C, Zhou H. (2016) Evaluation of global fine-resolution precipitation products and their uncertainty quantification in ensemble discharge simulations, Hydrol. Earth Syst. Sci, no. 20, pages 903-920, DOI:10.5194/hess-20-903-2016.
• Yang X, Liu Q, Fu G, He Y, Luo X, Zheng Z. (2016) Spatiotemporal patterns and source attribution of nitrogen load in a river basin with complex pollution sources, Water Research, volume 94, pages 187-199, DOI:10.1016/j.watres.2016.02.040. [PDF]
• Qin HP, He KM, Fu G. (2016) Modeling middle and final flush effects of urban runoff pollution in an urbanizing catchment, Journal of Hydrology, volume 534, pages 638-647, DOI:10.1016/j.jhydrol.2016.01.038.
• Saagi R, Flores-Alsina X, Fu G, Butler D, Gernaey KV, Jeppsson U. (2016) Catchment & sewer network simulation model to benchmark control strategies within urban wastewater systems, Environmental Modelling & Software, volume 78, pages 16-30, DOI:10.1016/j.envsoft.2015.12.013. [PDF]
• Qi W, Zhang C, Fu G, Zhou H. (2016) Quantifying dynamic sensitivity of optimization algorithm parameters to improve hydrological model calibration, Journal of Hydrology, volume 533, pages 213-223, DOI:10.1016/j.jhydrol.2015.11.052.
• Diao K, Fu G, Farmani R, Guidolin M, Butler D. (2016) Twin-Hierarchy Decomposition for Optimal Design of Water Distribution Systems, Journal of Water Resources Planning and Management, volume 142, no. 5, DOI:10.1061/(asce)wr.1943-5452.0000597. [PDF]

2015

• Zheng Z, Gao J, Ma Z, Wang Z, Yang X, Luo X, Jacquet T, Fu G. (2015) Urban flooding in China: main causes and policy recommendations, Hydrological Processes, pages n/a-n/a, DOI:10.1002/hyp.10717.
• Xu Y-P, Pan S, Gao C, Fu G, Chiang Y-M. (2015) Historical pan evaporation changes in the Qiantang River Basin, East China, International Journal of Climatology, volume 36, no. 4, pages 1928-1942, DOI:10.1002/joc.4470. [PDF]
• Chu J, Zhang C, Fu G, Li Y, Zhou H. (2015) Improving multi-objective reservoir operation optimization with sensitivity-informed dimension reduction, Hydrol. Earth Syst. Sci, no. 19, pages 3557-3570, DOI:10.5194/hess-19-3557-2015.
• Qi W, Zhang C, Fu G, Zhou H. (2015) Global Land Data Assimilation System data assessment using a distributed biosphere hydrological model, Journal of Hydrology, volume 528, pages 652-667, DOI:10.1016/j.jhydrol.2015.07.011.
• Sweetapple C, Fu G, Butler D. (2015) Does carbon reduction increase sustainability? A study in wastewater treatment, Water Research, pages 522-530, DOI:10.1016/j.watres.2015.06.047. [PDF]
• Mugume SN, Diao K, Astaraie-Imani M, Fu G, Farmani R, Butler D. (2015) Enhancing resilience in urban water systems for future cities, Water Science & Technology: Water Supply, DOI:10.2166/ws.2015.098.
• Casal-Campos A, Fu G, Butler D, Moore A. (2015) An Integrated Environmental Assessment of Green and Gray Infrastructure Strategies for Robust Decision Making, Environmental Science & Technology, DOI:10.1021/es506144f.
• Mugume SN, Gomez DE, Fu G, Farmani R, Butler D. (2015) A global analysis approach for investigating structural resilience in urban drainage systems, Water Research, DOI:10.1016/j.watres.2015.05.030.

2014

• Butler D, Farmani R, Fu G, Ward S, Diao K, Astaraie-Imani M. (2014) A new approach to urban water management: Safe and sure, Procedia Engineering, volume 89, pages 347-354, DOI:10.1016/j.proeng.2014.11.198.
• Diao K, Guidolin M, Fu G, Farmani R, Butler D. (2014) Hierarchical decomposition of water distribution systems for background leakage assessment, Procedia Engineering, volume 89, pages 53-58, DOI:10.1016/j.proeng.2014.11.159.
• Butler D, Farmani R, Fu G, Ward S, Diao K, Astaraie-Imani M. (2014) A new approach to urban water management: Safe and sure, Procedia Engineering, volume 89, pages 347-354, DOI:10.1016/j.proeng.2014.11.198.
• Diao K, Farmani R, Fu G, Astaraie-Imani M, Ward S, Butler D. (2014) Clustering analysis of water distribution systems: identifying critical components and community impacts, Water Sci Technol, volume 70, no. 11, pages 1764-1773, DOI:10.2166/wst.2014.268. [PDF]
• Xu W, Zhang C, Peng Y, Fu G, Zhou H. (2014) A two stage Bayesian stochastic optimization model for cascaded hydropower systems considering varying uncertainty of flow forecasts, Water Resources Research, volume 50, no. 12, pages 9267-9286, DOI:10.1002/2013WR015181.
• Zhang C, Zhu X, Fu G, Zhou H, Wang H. (2014) The impacts of climate change on water diversion strategies for a water deficit reservoir, Journal of Hydroinformatics, volume 16, no. 4, pages 872-889, DOI:10.2166/hydro.2013.053.
• Marchi A, Salomons E, Ostfeld A, Kapelan Z, Simpson A, Zecchin A, Maier H, Wu Z, Elsayed S, Song Y. (2014) The Battle of the Water Networks II (BWN-II), Journal of Water Resources Planning and Management, volume 140, no. 7, DOI:10.1061/(ASCE)WR.1943-5452.0000378.
• Sweetapple C, Fu G, Butler D. (2014) Identifying sensitive sources and key control handles for the reduction of greenhouse gas emissions from wastewater treatment, Water Res, volume 62, pages 249-259, DOI:10.1016/j.watres.2014.06.002. [PDF]
• Zhang X, Xu YP, Fu G. (2014) Uncertainties in SWAT extreme flow simulation under climate change, Journal of Hydrology, volume 515, pages 205-222, DOI:10.1016/j.jhydrol.2014.04.064.
• Xu YP, Pan S, Fu G, Tian Y, Zhang X. (2014) Future potential evapotranspiration changes and contribution analysis in Zhejiang Province, East China, Journal of Geophysical Research, volume 119, no. 5, pages 2174-2192, DOI:10.1002/2013JD021245.
• Sweetapple C, Fu G, Butler D. (2014) Multi-objective optimisation of wastewater treatment plant control to reduce greenhouse gas emissions, Water Research, volume 55, pages 52-62, DOI:10.1016/j.watres.2014.02.018.
• Sweetapple C, Fu G, Butler D. (2014) Multi-objective optimisation of wastewater treatment plant control to reduce greenhouse gas emissions, Water Res, volume 55, pages 52-62, DOI:10.1016/j.watres.2014.02.018. [PDF]
• Fu G, Butler D. (2014) Copula-based frequency analysis of overflow and flooding in urban drainage systems, Journal of Hydrology, volume 510, pages 49-58, DOI:10.1016/j.jhydrol.2013.12.006.
• Su Q, Qin H, Fu G. (2014) Environmental and ecological impacts of water supplement schemes in a heavily polluted estuary, Sci Total Environ, volume 472, pages 704-711, DOI:10.1016/j.scitotenv.2013.11.106. [PDF]

2013

• Qin HP, Li ZX, Fu G. (2013) The effects of low impact development on urban flooding under different rainfall characteristics, Journal of Environmental Management, volume 129, pages 577-585, DOI:10.1016/j.jenvman.2013.08.026.
• Qin H, Tan X, Fu G, Zhang Y, Huang Y. (2013) Frequency analysis of urban runoff quality in an urbanizing catchment of Shenzhen, China, Journal of Hydrology, volume 496, pages 79-88, DOI:10.1016/j.jhydrol.2013.04.053.
• Sweetapple C, Fu G, Butler D. (2013) Identifying key sources of uncertainty in the modelling of greenhouse gas emissions from wastewater treatment, Water Res, volume 47, no. 13, pages 4652-4665, DOI:10.1016/j.watres.2013.05.021. [PDF]
• Qin H, Jiang J, Fu G, Zheng Y. (2013) Optimal Water Quality Management Considering Spatial and Temporal Variations in a Tidal River, Water Resources Management, volume 27, no. 3, pages 843-858, DOI:10.1007/s11269-012-0218-7.
• Zhang C, Chu J, Fu G. (2013) Sobol''s sensitivity analysis for a distributed hydrological model of Yichun River Basin, China, Journal of Hydrology, volume 480, pages 58-68, DOI:10.1016/j.jhydrol.2012.12.005.
• Fu G, Kapelan Z, Kasprzyk J, Reed P. (2013) Optimal design of water distribution systems using many-objective visual analytics, Journal of Water Resources Planning and Management, volume 139, no. 6, pages 624-633.
• Fu G, Kapelan Z. (2013) Flood analysis of urban drainage systems: Probabilistic dependence structure of rainfall characteristics and fuzzy model parameters, Journal of Hydroinformatics, volume 15, no. 3, pages 687-699, DOI:10.2166/hydro.2012.160.

2012

• Guidolin M, Fu G, Reed P. (2012) Parallel Evolutionary Multiobjective Optimization of Water Distribution System Design, Water Distribution Systems Analysis 2012, Adelaide, Australia, 24th - 27th Sep 2012.
• Astaraie-Imani M, Kapelan Z, Fu G, Butler D. (2012) Assessing the combined effects of urbanisation and climate change on the river water quality in an integrated urban wastewater system in the UK, Journal of Environmental Management, volume 112, pages 1-9.
• Fu G, Butler D. (2012) Frequency analysis of river water quality using integrated urban wastewater models, Water Science and Technology, volume 65, no. 12, pages 2112-2117, DOI:10.2166/wst.2012.127.
• Sun S, Fu G, Djordjević S, Khu ST. (2012) Separating aleatory and epistemic uncertainties: probabilistic sewer flooding evaluation using probability box, Journal of Hydrology, volume 420-421, pages 360-372, DOI:10.1016/j.jhydrol.2011.12.027.
• Fu G, Kapelan Z, Reed P. (2012) Reducing the complexity of multi-objective water distribution system optimization through global sensitivity analysis, ASCE-Journal of Water Resources Planning and Management, volume 138, no. 3, pages 196-207, DOI:10.1061/(ASCE)WR.1943-5452.0000171.

2011

• Astaraie-Imani M, Kapelan Z, Fu G, Butler D. (2011) MOGA-ANN based optimisation of integrated urban wastewater system control strategies, the 11th Conference on Computing and Control for the Water Industry, Exeter, 5th - 7th Sep 2011.
• Burovskiy P, Kapelan Z, Fu G. (2011) Stochastic risk-based optimisation of water distribution systems with unknown water demands, the 11th Conference on Computing and Control for the Water Industry, Exeter, 5th - 7th Sep 2011.
• Fu G, Butler D, Kapelan Z. (2011) Sewer flood analysis of urban drainage systems using copulas, the 11th Conference on Computing and Control for the Water Industry, Exeter, 5th - 7th Sep 2011.
• Fu G, Butler D. (2011) Frequency analysis of receiving water quality in an integrated urban wastewater system, IWA, Cities of the future, Xi'an, China, 15th - 18th Sep 2011.
• Fu G, Kapelan Z. (2011) Fuzzy probabilistic design of water distribution networks, Water Resources Research, volume 47, article no. W05538, DOI:10.1029/2010WR009739.
• Fu G, Butler D, Khu ST, Sun S. (2011) Imprecise probabilistic evaluation of sewer flooding in urban drainage systems using random set theory, Water Resources Research, volume 47, DOI:10.1029/2009WR008944.

2010

• Basupi I, Fu G, Kapelan Z, Butler D. (2010) Reducing life-cycle carbon footprint in the design and rehabilitation of water distribution systems, IWA Water and Energy conference, Amsterdam, The Netherlands.
• Ren M, Wang B, Liang Q, Fu G. (2010) Classified real-time flood forecasting by coupling fuzzy clustering and neural network, International Journal of Sediment Research, volume 25, no. 2, pages 134-148, DOI:10.1016/S1001-6279(10)60033-9.
• Fu G, Kapelan Z, Reed P. (2010) Sensitivity analysis to improve water distribution system optimization, the 12th annual Water Distribution Systems Analysis conference (WDSA 2010), Tucson, Arizona, Usa, 12th - 15th Sep 2010, DOI:10.1061/41203(425)74. [PDF]
• Fu G, Kapelan Z. (2010) Embedding neural networks in multiobjective genetic algorithms for water distribution system design, the 12th annual Water Distribution Systems Analysis conference (WDSA 2010), Tucson, Arizona, Usa, DOI:10.1061/41203(425)81. [PDF]
• Fu G, Makropoulos C, Butler D. (2010) Simulation of urban wastewater systems using artificial neural networks: embedding urban areas in integrated catchment modelling, Journal of Hydroinformatics, volume 12, no. 2, pages 140-149, DOI:10.2166/hydro.2009.151.
• Fu G, Khu ST, Butler D. (2010) Optimal distribution and control of storage tank to mitigate the impact of new developments on receiving water quality, Journal of Environmental Engineering, volume 136, no. 3, pages 335-342, DOI:10.1061/(ASCE)EE.1943-7870.0000161.

2009

• Fu G, Khu S-T, Butler D. (2009) Use of surrogate modelling for multiobjective optimisation of urban wastewater systems, Water Sci Technol, volume 60, no. 6, pages 1641-1647, DOI:10.2166/wst.2009.508. [PDF]
• Fu G, Butler D, Khu ST. (2009) The impact of new developments on river water quality from an integrated system modelling perspective, Science of the Total Environment, volume 407, no. 4, pages 1257-1267, DOI:10.1016/j.scitotenv.2008.10.033.

2008

• Trevor T. (2008) Foreword, Ursula Biemann : mission reports : artistic practice in the field : video works 1998-2001, Bildmuseet, Umea University.
• Fu G, Butler D, Khu ST. (2008) Multiobjective optimization of urban wastewater systems using ParEGO: a comparison with NSGA II, 11th International Conference on Urban Drainage, Edinburgh, Uk.
• Fu G, Khu ST, di Pierro F, Doglioni A, Primativo F. (2008) Development of an integrated framework for assessing the impact of urban planning on water quality, iEMSs 2008: International Congress on Environmental Modelling and Software, Barcelona, Spain.
• Fu G, Butler D, Khu ST. (2008) Comparison of control strategies for multi-objective control of urban wastewater systems, iEMSs 2008: International Congress on Environmental Modelling and Software, Barcelona, Spain.
• Butler D, Fu G, Khu ST. (2008) The relationship between sewer flood volume and receiving water quality in an integrated urban wastewater system, BHS 2008, Exeter,uk.
• Fu G, Butler D, Khu S-T. (2008) Multiple objective optimal control of integrated urban wastewater systems, Environmental Modelling and Software, volume 23, pages 225-234, DOI:10.1016/j.envsoft.2007.06.003.
• Fu G. (2008) A fuzzy optimization method for multicriteria decision making: An application to reservoir flood control operation, Expert Systems with Applications, volume 34, pages 145-149, DOI:10.1016/j.eswa.2006.08.021.
• Fu G, Butler D, Khu S-T. (2008) Multiple objective optimal control of integrated urban wastewater systems, Environmental Modelling and Software, volume 23, no. 2, pages 225-234, DOI:10.1016/j.envsoft.2007.06.003.
• Fu G, Butler D, Khu S-T. (2008) Multiple objective optimal control of integrated urban wastewater systems, Environmental Modelling and Software, volume 23, pages 225-234.
• Fu GT, Khu ST, di P, Doglioni A, Primativo F. (2008) Development of an integrated framework for assessing the impact of urban planning on water quality, "Barcelona, Spain".
• Fu G, Butler D, Khu S-T. (2008) Comparison of control strategies for multi-objective control of urban wastewater systems, "Barcelona, Spain".

2007

• Fu G, Makropoulos C, Butler D. (2007) Use of artificial neural networks to simulate urban wastewater systems: with an objective to integration with broad scale catchment models, IUGG XXIV General Assembly, Perugia, Italy.
• Hall J, Fu G, Lawry J. (2007) Imprecise probabilities of climate change: aggregation of fuzzy scenarios and model uncertainties, Climatic Change, volume 81, no. 3-4, pages 265-281, DOI:10.1007/s10584-006-9175-6.

2005

• Hall J, Reeder T, Fu G, Nicholls RJ, Wicks J, Lawry J, Dawson RJ, Parker D. (2005) Tidal flood risk in London under stabilisation scenarios, International Symposium on Stabilisation of Greenhouse Gasses, International Symposium on Stabilisation of Greenhouse Gasses, Exeter, Uk.
• Lawry J, Hall J, Fu G. (2005) A granular semantics for fuzzy measures and its application to climate change scenarios, ISIPTA '05, 4th International Symposium on Imprecise Probabilities and Their Applications, Carnegie Mellon University.
• Chen S, Fu G. (2005) Combining fuzzy iteration model with dynamic programming to solve multi-objective multistage decision making problems, Fuzzy Sets and Systems, volume 152, no. 3, pages 499-512.

2004

• Chen SY, Han XJ, Wang JM, Fu GT. (2004) Cyclical iteration model and unified theory of fuzzy cluster, recognition and optimum decision, Dalian Ligong Daxue Xuebao/Journal of Dalian University of Technology, volume 44, no. 6, pages 883-886.

2003

• Wang JM, Chen S, Fu G, Hou Z. (2003) Group decision making-based fuzzy pattern recognition model for lectotype optimization of offshore platforms, China Ocean Engineering, volume 17, no. 1, pages 1-10.
• Chen S, Fu G. (2003) A fuzzy approach to the lectotype optimization of offshore platforms, Ocean Engineering, volume 30, no. 7, pages 877-891, DOI:10.1016/S0029-8018(02)00067-7.
• Chen S, Fu G. (2003) A DRASTIC-based fuzzy pattern recognition methodology for groundwater vulnerability evaluation, Hydrological Sciences Journal, volume 48, no. 2, pages 211-220, DOI:10.1623/hysj.48.2.211.44700.

2002

• Chen SY, Fu GT, Zhou HC, Wang GL. (2002) Fuzzy analysis model and methodology for aquifer vulnerability evaluation, Shuili Xuebao/Journal of Hydraulic Engineering, no. 7.
• Chen SY, Wang JM, Fu GT. (2002) Integrated fuzzy decision-making model with incomplete information, Kongzhi yu Juece/Control and Decision, volume 17, no. 6, pages 847-851.
• Chen SY, Fu GT, Wang JM. (2002) Fuzzy recognition dynamic programming model for complex system decisions, Shuikexue Jinzhan/Advances in Water Science, volume 13, no. 6, pages 689-695.

2001

• Chen S, Fu G, Wang J, Liu G. (2001) A fuzzy optimum model of semi-structural decisions for lectotype optimization of offshore platforms, China Ocean Engineering, volume 15, no. 4, pages 453-466.

Back to top

---