Jeffrey M. Sadler

Training Machine Learning Surrogate Models From a High‐Fidelity Physics‐Based Model: Application for Real‐Time Street‐Scale Flood Prediction in an Urban Coastal Community

Faria Tuz Zahura, Jonathan L. Goodall, Jeffrey M. Sadler et al. · Water Resources Research · 2020 · 172 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +21

Modeling urban coastal flood severity from crowd-sourced flood reports using Poisson regression and Random Forest

Jeffrey M. Sadler, Jonathan L. Goodall, Mohamed M. Morsy et al. · Journal of Hydrology · 2018 · 162 citations

Flash Flood, Hydrological Disaster, Engineering +10

Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks

Benjamin D. Bowes, Jeffrey M. Sadler, Mohamed M. Morsy et al. · Water · 2019 · 156 citations · Full text

Hydrological Prediction, Engineering, Long Short-term Memory +25

Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise

Jeffrey M. Sadler, Jonathan L. Goodall, Madhur Behl et al. · Journal of Hydrology · 2020 · 87 citations

Flood Risk, Real-time Control, Engineering +9

Leveraging open source software and parallel computing for model predictive control of urban drainage systems using EPA-SWMM5

Jeffrey M. Sadler, Jonathan L. Goodall, Madhur Behl et al. · Environmental Modelling & Software · 2019 · 77 citations

Engineering, Data Science, Water Resources +13