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Using discrete wavelet transform for optimizing COVID-19 new cases and deaths prediction worldwide with deep neural networks

PloS one, 2023-04, Vol.18 (4), p.e0282621-e0282621

2023

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Predicting the number of days in court cases using artificial intelligence

PloS one, 2022-05, Vol.17 (5), p.e0269008-e0269008

2022

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WRF-SMOKE-CMAQ modeling system for air quality evaluation in São Paulo megacity with a 2008 experimental campaign data

Environmental science and pollution research international, 2018-12, Vol.25 (36), p.36555-36569

2018

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Predictive maintenance applied to mission critical supercomputing environments: remaining useful life estimation of a hydraulic cooling system using deep learning

The Journal of supercomputing, 2023-03, Vol.79 (4), p.4660-4684

2023

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A Model Using Fractional Derivatives with Vertical Eddy Diffusivity Depending on the Source Distance Applied to the Dispersion of Atmospheric Pollutants

Pure and applied geophysics, 2019-04, Vol.176 (4), p.1797-1806

2019

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A Light Deep Learning Algorithm for CT Diagnosis of COVID-19 Pneumonia

Diagnostics (Basel), 2022-06, Vol.12 (7), p.1527

2022

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Particulate Matter Forecasting Using Different Deep Neural Network Topologies and Wavelets for Feature Augmentation

Atmosphere, 2022-09, Vol.13 (9), p.1451

2022

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Using discrete wavelet transform for optimizing COVID-19 new cases and deaths prediction worldwide with deep neural networks

PloS one, 2023-04, Vol.18 (4), p.e0282621

2023

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Exposure and dose assessment of school children to air pollutants in a tropical coastal-urban area

The Science of the total environment, 2022-01, Vol.803, p.149747-149747, Article 149747

2022

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Wind mapping using the mesoscale WRF model in a tropical region of Brazil

Energy (Oxford), 2022-02, Vol.240, p.122491, Article 122491

2022

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Scaling behavior of wind speed in the coast of Brazil and the South Atlantic Ocean: The crossover phenomenon

Energy (Oxford), 2021-02, Vol.217, p.119413, Article 119413

2021

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Long-range correlations of the wind speed in a northeast region of Brazil

Energy (Oxford), 2022-03, Vol.243, p.122742, Article 122742

2022

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Low-Cost Air Quality Sensing towards Smart Homes

Atmosphere, 2021-04, Vol.12 (4), p.453

2021

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Renewable Energy Generation Technologies for Decarbonizing Urban Vertical Buildings: A Path towards Net Zero

Sustainability, 2023-09, Vol.15 (17), p.13030

2023

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RL-SSI Model: Adapting a Supervised Learning Approach to a Semi-Supervised Approach for Human Action Recognition

Electronics (Basel), 2022-05, Vol.11 (9), p.1471

2022

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Source apportionment modelling of PM2.5 using CMAQ-ISAM over a tropical coastal-urban area

Atmospheric pollution research, 2021-12, Vol.12 (12), p.101250, Article 101250

2021

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Data-Driven Models Applied to Predictive and Prescriptive Maintenance of Wind Turbine: A Systematic Review of Approaches Based on Failure Detection, Diagnosis, and Prognosis

Energies (Basel), 2024-03, Vol.17 (5), p.1010

2024

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Simulation of Rocket Exhaust Clouds at the Centro de Lançamento de Alcântara Using the WRF-CMAQ Modeling System

Journal of aerospace technology and management, 2014-06, Vol.6 (2), p.119-128

2014

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Nowcasting prediction of wind speed using computational intelligence and wavelet in Brazil

International journal of computational methods in engineering science and mechanics, 2020-10, Vol.21 (6), p.343-369

2020

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Smart predictive maintenance for high-performance computing systems: a literature review

The Journal of supercomputing, 2021-11, Vol.77 (11), p.13494-13513

2021

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Machine Learning Models and Videos of Facial Regions for Estimating Heart Rate: A Review on Patents, Datasets, and Literature

Electronics (Basel), 2022-05, Vol.11 (9), p.1473

2022

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Evaluation of the WRF-ARW model during an extreme rainfall event: Subtropical storm Guará

Atmósfera, 2022, Vol.35 (4), p.651-672

2022

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Feasibility analysis on the construction of a web solution for hydrometeorological forecasting considering water body management and indicators for the SARS-COV-2 pandemic

AI perspectives, 2021-10, Vol.3 (1), Article 4

2021

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A transformer-based deep neural network with wavelet transform for forecasting wind speed and wind energy

Energy (Oxford), 2023-09, Vol.278, p.127678, Article 127678

2023

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Pandemic Vulnerability Index (PVI) and spatial distribution of coronavirus deaths in Brazil: Artificial intelligence with the boosting tree regression method

Regional science policy & practice, 2024-07, Vol.16 (7), Article 100013

2024

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Using discrete wavelet transform for optimizing COVID-19 new cases and deaths prediction worldwide with deep neural networks

Predicting the number of days in court cases using artificial intelligence

WRF-SMOKE-CMAQ modeling system for air quality evaluation in São Paulo megacity with a 2008 experimental campaign data

Predictive maintenance applied to mission critical supercomputing environments: remaining useful life estimation of a hydraulic cooling system using deep learning

A Model Using Fractional Derivatives with Vertical Eddy Diffusivity Depending on the Source Distance Applied to the Dispersion of Atmospheric Pollutants

A Light Deep Learning Algorithm for CT Diagnosis of COVID-19 Pneumonia

Particulate Matter Forecasting Using Different Deep Neural Network Topologies and Wavelets for Feature Augmentation

Using discrete wavelet transform for optimizing COVID-19 new cases and deaths prediction worldwide with deep neural networks

Exposure and dose assessment of school children to air pollutants in a tropical coastal-urban area

Wind mapping using the mesoscale WRF model in a tropical region of Brazil

Scaling behavior of wind speed in the coast of Brazil and the South Atlantic Ocean: The crossover phenomenon

Long-range correlations of the wind speed in a northeast region of Brazil

Low-Cost Air Quality Sensing towards Smart Homes

Renewable Energy Generation Technologies for Decarbonizing Urban Vertical Buildings: A Path towards Net Zero

RL-SSI Model: Adapting a Supervised Learning Approach to a Semi-Supervised Approach for Human Action Recognition

Source apportionment modelling of PM2.5 using CMAQ-ISAM over a tropical coastal-urban area

Data-Driven Models Applied to Predictive and Prescriptive Maintenance of Wind Turbine: A Systematic Review of Approaches Based on Failure Detection, Diagnosis, and Prognosis

Simulation of Rocket Exhaust Clouds at the Centro de Lançamento de Alcântara Using the WRF-CMAQ Modeling System

Nowcasting prediction of wind speed using computational intelligence and wavelet in Brazil

Smart predictive maintenance for high-performance computing systems: a literature review

Machine Learning Models and Videos of Facial Regions for Estimating Heart Rate: A Review on Patents, Datasets, and Literature

Evaluation of the WRF-ARW model during an extreme rainfall event: Subtropical storm Guará

Feasibility analysis on the construction of a web solution for hydrometeorological forecasting considering water body management and indicators for the SARS-COV-2 pandemic

A transformer-based deep neural network with wavelet transform for forecasting wind speed and wind energy

Pandemic Vulnerability Index (PVI) and spatial distribution of coronavirus deaths in Brazil: Artificial intelligence with the boosting tree regression method

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