Publications

2025

1. Knowledge distillation as a pathway toward next-generation intelligent ecohydrological modeling systems

   Long Jiang, Yang Yang, Ting Fong May Chui, and 2 more authors

   arXiv preprint arXiv:2509.01972, 2025

   Bib

   @article{jiang2025knowledge,
     title = {Knowledge distillation as a pathway toward next-generation intelligent ecohydrological modeling systems},
     author = {Jiang, Long and Yang, Yang and Chui, Ting Fong May and Thornwell, Morgan and Gupta, Hoshin Vijai},
     journal = {arXiv preprint arXiv:2509.01972},
     year = {2025},
     url = {https://arxiv.org/abs/2509.01972}
   }

2. Towards CONUS-Wide ML-Augmented Conceptually-Interpretable Modeling of Catchment-Scale Precipitation-Storage-Runoff Dynamics

   Yuan-Heng Wang, Yang Yang, Fabio Ciulla, and 2 more authors

   arXiv preprint arXiv:2510.02605, 2025

   Bib

   @article{wang2025towards,
     title = {Towards CONUS-Wide ML-Augmented Conceptually-Interpretable Modeling of Catchment-Scale Precipitation-Storage-Runoff Dynamics},
     author = {Wang, Yuan-Heng and Yang, Yang and Ciulla, Fabio and Gupta, Hoshin V and Varadharajan, Charuleka},
     journal = {arXiv preprint arXiv:2510.02605},
     year = {2025},
     url = {https://arxiv.org/abs/2510.02605}
   }

2024

1. Learning Generative Models for Lumped Rainfall-Runoff Modeling

   Yang Yang and Ting Fong May Chui

   2024

   Bib

   @misc{yang2024learninggenerativemodelslumped,
     title = {Learning Generative Models for Lumped Rainfall-Runoff Modeling},
     author = {Yang, Yang and Chui, Ting Fong May},
     year = {2024},
     eprint = {2309.09904},
     archiveprefix = {arXiv},
     primaryclass = {physics.geo-ph},
     url = {https://arxiv.org/abs/2309.09904}
   }

2023

1. Profiling and pairing catchments and hydrological models with latent factor model

   Yang Yang and Ting Fong May Chui

   Water Resources Research, 2023

   DOI Bib

   @article{yang2023profiling,
     title = {Profiling and pairing catchments and hydrological models with latent factor model},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {Water Resources Research},
     volume = {59},
     number = {6},
     pages = {e2022WR033684},
     year = {2023},
     doi = {https://doi.org/10.1029/2022WR033684}
   }

2021

1. Reliability assessment of machine learning models in hydrological predictions through metamorphic testing

   Yang Yang and Ting Fong May Chui

   Water Resources Research, 2021

   DOI Bib

   @article{yang2021reliability,
     title = {Reliability assessment of machine learning models in hydrological predictions through metamorphic testing},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {Water Resources Research},
     volume = {57},
     number = {9},
     pages = {e2020WR029471},
     year = {2021},
     doi = {https://doi.org/10.1029/2020WR029471}
   }

2. Modeling and interpreting hydrological responses of sustainable urban drainage systems with explainable machine learning methods

   Yang Yang and Ting Fong May Chui

   Hydrology and Earth System Sciences, 2021

   DOI Bib

   @article{yang2021modeling,
     title = {Modeling and interpreting hydrological responses of sustainable urban drainage systems with explainable machine learning methods},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {Hydrology and Earth System Sciences},
     volume = {25},
     number = {11},
     pages = {5839--5858},
     year = {2021},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
     doi = {https://doi.org/10.5194/hess-25-5839-2021}
   }

2020

1. Incorporating external green infrastructure models into Storm Water Management Model (SWMM) simulations using interface files

   Yang Yang and Ting Fong May Chui

   JAWRA Journal of the American Water Resources Association, 2020

   DOI Bib

   @article{yang2020incorporating,
     title = {Incorporating external green infrastructure models into Storm Water Management Model (SWMM) simulations using interface files},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {JAWRA Journal of the American Water Resources Association},
     volume = {56},
     number = {6},
     pages = {1083--1093},
     year = {2020},
     doi = {https://doi.org/10.1111/1752-1688.12883}
   }

2018

1. Optimizing surface and contributing areas of bioretention cells for stormwater runoff quality and quantity management

   Yang Yang and Ting Fong May Chui

   Journal of environmental management, 2018

   DOI Bib

   @article{yang2018optimizing,
     title = {Optimizing surface and contributing areas of bioretention cells for stormwater runoff quality and quantity management},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {Journal of environmental management},
     volume = {206},
     pages = {1090--1103},
     year = {2018},
     publisher = {Academic Press},
     doi = {https://doi.org/10.1016/j.jenvman.2017.11.064}
   }

2. Modeling the temporal dynamics of intertidal benthic infauna biomass with environmental factors: Impact assessment of land reclamation

   Ye Yang, Ting Fong May Chui, Ping Ping Shen, and 2 more authors

   Science of the Total Environment, 2018

   DOI Bib

   @article{yang2018modeling,
     title = {Modeling the temporal dynamics of intertidal benthic infauna biomass with environmental factors: Impact assessment of land reclamation},
     author = {Yang, Ye and Chui, Ting Fong May and Shen, Ping Ping and Yang, Yang and Gu, Ji Dong},
     journal = {Science of the Total Environment},
     volume = {618},
     pages = {439--450},
     year = {2018},
     publisher = {Elsevier},
     doi = {https://doi.org/10.1016/j.scitotenv.2017.10.325}
   }

3. Rapid assessment of hydrologic performance of low impact development practices under design storms

   Yang Yang and Ting Fong May Chui

   JAWRA Journal of the American Water Resources Association, 2018

   DOI Bib

   @article{yang2018rapid,
     title = {Rapid assessment of hydrologic performance of low impact development practices under design storms},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {JAWRA Journal of the American Water Resources Association},
     volume = {54},
     number = {3},
     pages = {613--630},
     year = {2018},
     doi = {https://doi.org/10.1111/1752-1688.12637}
   }

4. Integrated hydro-environmental impact assessment and alternative selection of low impact development practices in small urban catchments

   Yang Yang and Ting Fong May Chui

   Journal of environmental management, 2018

   DOI Bib

   @article{yang2018integrated,
     title = {Integrated hydro-environmental impact assessment and alternative selection of low impact development practices in small urban catchments},
     author = {Yang, Yang and Chui, Ting Fong May},
     journal = {Journal of environmental management},
     volume = {223},
     pages = {324--337},
     year = {2018},
     publisher = {Academic Press},
     doi = {https://doi.org/10.1016/j.jenvman.2018.06.021}
   }

5. Simulating the hydrological performance of low impact development in shallow groundwater via a modified SWMM

   Kun Zhang, Ting Fong May Chui, and Yang Yang

   Journal of Hydrology, 2018

   DOI Bib

   @article{zhang2018simulating,
     title = {Simulating the hydrological performance of low impact development in shallow groundwater via a modified SWMM},
     author = {Zhang, Kun and Chui, Ting Fong May and Yang, Yang},
     journal = {Journal of Hydrology},
     volume = {566},
     pages = {313--331},
     year = {2018},
     publisher = {Elsevier},
     doi = {https://doi.org/10.1016/j.jhydrol.2018.09.006}
   }