Madhur Behl

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

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

DR-Advisor: A data-driven demand response recommender system

Madhur Behl, Francesco Smarra, Rahul Mangharam · Applied Energy · 2016 · 90 citations

Demand Management, Engineering, Machine Learning +11

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

F1/10: An Open-Source Autonomous Cyber-Physical Platform

Matthew O’Kelly, Varundev Sukhil, Houssam Abbas et al. · arXiv (Cornell University) · 2019 · 85 citations · Full text

Artificial Intelligence, Engineering, Advanced Driver-assistance System +18