Publications
2024
Application of graph neural networks to forecast urban flood events: the case study of the 2013 flood of the Bow River, Calgary, Canada
Paulo Costa Rocha, Victor Santos, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
International Journal of River Basin Management
2023
Spatiotemporal analysis of bidimensional wind speed forecasting: Development and thorough assessment of LSTM and ensemble graph neural networks on the Dutch database.
Victor Santos, Paulo Costa Rocha, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
Energy 2023, 278(A)
A New Graph-Based Deep Learning Model to Predict Flooding with Validation on a Case Study on the Humber River.
Victor Santos, Paulo Costa Rocha, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
Water 2023, 15(10)
Spatiotemporal Air Pollution Forecasting in Houston-TX: A case study for ozone using deep graph neural Networks.
Victor Santos, Paulo Costa Rocha, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
Atmosphere 14(2)