Victor Oliveira Santos

Spatiotemporal analysis of bidimensional wind speed forecasting: Development and thorough assessment of LSTM and ensemble graph neural networks on the Dutch database

Victor Oliveira Santos, Paulo Alexandre Costa Rocha, John Scott et al. · Energy · 2023 · 50 citations

Natural Sciences, Earth Sciences, Meteorology +17

Spatiotemporal Air Pollution Forecasting in Houston-TX: A Case Study for Ozone Using Deep Graph Neural Networks

Victor Oliveira Santos, Paulo Alexandre Costa Rocha, John Scott et al. · Atmosphere · 2023 · 44 citations · Full text

Natural Sciences, Data Science, Environmental Sciences +17

Global horizontal and direct normal solar irradiance modeling by the machine learning methods XGBoost and deep neural networks with CNN-LSTM layers: a case study using the GOES-16 satellite imagery

Paulo Alexandre Costa Rocha, Victor Oliveira Santos · International journal of energy and environmental engineering · 2022 · 40 citations

Natural Sciences, Earth Sciences, Geoinformatics +15

A New Graph-Based Deep Learning Model to Predict Flooding with Validation on a Case Study on the Humber River

Victor Oliveira Santos, Paulo Alexandre Costa Rocha, John Scott et al. · Water · 2023 · 31 citations · Full text

Natural Resources, Data Science, Hydrology +17

Welding Defect Classification from Simulated Ultrasonic Signals

Raphaella Hermont Fonseca Murta, Flávison de Almada Vieira, Victor Oliveira Santos et al. · Journal of Nondestructive Evaluation · 2018 · 26 citations · Full text

Natural Sciences, Manufacturing Engineering, Physics +14