Benjamin D. Bowes

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

Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning

Benjamin D. Bowes, Arash Tavakoli, Cheng Wang et al. · Journal of Hydroinformatics · 2020 · 72 citations · Full text

Artificial Intelligence, Abstract Flooding, Hydrological Prediction +21

Deep Reinforcement Learning with Uncertain Data for Real-Time Stormwater System Control and Flood Mitigation

Sami Saliba, Benjamin D. Bowes, Stephen Adams et al. · Water · 2020 · 56 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20