Department of Civil and Environmental Engineering Faculty at the University of Delaware

Yao Hu

Assistant Professor
217A Pearson Hall
Newark, Delaware 19716
Phone:
Research Website



EDUCATION

PhD | 2016 | University of Illinois at Urbana-Champaign, US
MS | 2010 | Hamburg University of Technology, Germany
BS | 2008 | Huazhong University of Science and Technology, China

SHORT BIO

Coupled Human and Groundwater Systems; Agent-based Modeling; Water System Modeling, Analysis and Optimization; HPC and Cloud Computing; Data Science and Cyberinfrastructure.

RESEARCH AREAS/SUSTAINABILITY

  • Big Data
  • Environmental and Water Resources
  • Sustainability
  • Water

SELECTED PUBLICATIONS

  • Y. Hu, D. Scavia and B. Kerkez* (2018). Are all data useful? Inferring causality to predict flows across sewer and drainage systems using Directed Information and Boosted Regression Trees. Water Research, 145, 697-706.
  • Y. Hu* and S. Beattie (2018). The Role of Heterogeneous Behavioral Factors in an Agent- based Model of Crop Choice and Groundwater Irrigation. Journal of Water Resources Planning and Management, 145(2), 04018100.
  • Y.Hu*, C. J. Quinn, X. M. Cai and N. W. Garfinkle (2017). Combining human and machine intelligence to derive agents’ behavioral rules for groundwater irrigation. Advances in Water Resources, 109, 29-40.
  • Y. Hu*, X. M. Cai and B. DuPont (2015). Design of a web-based application of the coupled multi-agent system model and environmental model for watershed management analysis using Hadoop, Environmental Modelling & Software, doi:10.1016/j.envsoft.2015.04.011
  • Y. Hu*, O. Garcia-Cabrejo, X.M. Cai, A. J. Valocchi and B. Dupont (2015). Global sensitivity analysis for large-scale socio-hydrological models using Hadoop, Environmental Modelling and Software, doi:10.1016/j.envsoft.2015.08.015

(*: corresponding author)

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