Search Results for author: Arturo Leon

Found 2 papers, 1 papers with code

FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation

1 code implementation20 Feb 2024 Jimeng Shi, Zeda Yin, Arturo Leon, Jayantha Obeysekera, Giri Narasimhan

FIDLAR seamlessly integrates two neural network modules: one called the Flood Manager, which is responsible for generating water pre-release schedules, and another called the Flood Evaluator, which assesses these generated schedules.

Management Model Predictive Control

Deep Learning Models for Flood Predictions in South Florida

no code implementations28 Jun 2023 Jimeng Shi, Zeda Yin, Rukmangadh Myana, Khandker Ishtiaq, Anupama John, Jayantha Obeysekera, Arturo Leon, Giri Narasimhan

To overcome this problem, we train several deep learning (DL) models for use as surrogate models to rapidly predict the water stage.

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