Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Victor Oliveira Santos"'
Autor:
Victor Oliveira Santos, Felipe Pinto Marinho, Paulo Alexandre Costa Rocha, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Energies, Vol 17, Iss 14, p 3580 (2024)
Merging machine learning with the power of quantum computing holds great potential for data-driven decision making and the development of powerful models for complex datasets. This area offers the potential for improving the accuracy of the real-time
Externí odkaz:
https://doaj.org/article/c7d1160506604e4fb622692e6e42e89d
Autor:
Victor Oliveira Santos, Bruna Monallize Duarte Moura Guimarães, Iran Eduardo Lima Neto, Francisco de Assis de Souza Filho, Paulo Alexandre Costa Rocha, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Remote Sensing, Vol 16, Iss 11, p 1870 (2024)
It is crucial to monitor algal blooms in freshwater reservoirs through an examination of chlorophyll-a (Chla) concentrations, as they indicate the trophic condition of these waterbodies. Traditional monitoring methods, however, are expensive and time
Externí odkaz:
https://doaj.org/article/3d967c426c004e528ea64575cb6d9763
Autor:
Paulo Alexandre Costa Rocha, Victor Oliveira Santos, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Environments, Vol 10, Iss 12, p 217 (2023)
Dissolved oxygen (DO) is a key indicator of water quality and the health of an aquatic ecosystem. Aspiring to reach a more accurate forecasting approach for DO levels of natural streams, the present work proposes new graph-based and transformer-based
Externí odkaz:
https://doaj.org/article/095a0fe7d55c459984c175f3b2c1a391
Autor:
Francisco Diego Vidal Bezerra, Felipe Pinto Marinho, Paulo Alexandre Costa Rocha, Victor Oliveira Santos, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Atmosphere, Vol 14, Iss 11, p 1635 (2023)
This paper proposes to analyze the performance increase in the forecasting of solar irradiance and wind speed by implementing a dynamic ensemble architecture for intra-hour horizon ranging from 10 to 60 min for a 10 min time step data. Global horizon
Externí odkaz:
https://doaj.org/article/2ae66d1f4b574d0e838d906a42a2d54d
Autor:
Victor Oliveira Santos, Paulo Alexandre Costa Rocha, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Environments, Vol 10, Iss 9, p 157 (2023)
In cold-climate regions, road salt is used as a deicer for winter road maintenance. The applied road salt melts ice and snow on roads and can be washed off through storm sewer systems into nearby urban streams, harming the freshwater ecosystem. There
Externí odkaz:
https://doaj.org/article/c0a5362ebd8c479c831cb85d0d30f87c
Autor:
Victor Oliveira Santos, Paulo Alexandre Costa Rocha, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Water, Vol 15, Iss 10, p 1827 (2023)
Floods are one of the most lethal natural disasters. It is crucial to forecast the timing and evolution of these events and create an advanced warning system to allow for the proper implementation of preventive measures. This work introduced a new gr
Externí odkaz:
https://doaj.org/article/bdee6b9d73c548598f781368421a5e6e
Autor:
Paulo Alexandre Costa Rocha, Samuel Joseph Johnston, Victor Oliveira Santos, Amir A. Aliabadi, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Applied Sciences, Vol 13, Iss 5, p 3165 (2023)
In this work we present the development, testing and comparison of three different physics-informed deep learning paradigms, namely the ConvLSTM, CNN-LSTM and a novel Fourier Neural Operator (FNO), for solving the partial differential equations of th
Externí odkaz:
https://doaj.org/article/323ea05915fd479082190145fe9f0ce3
Autor:
Isabele Tenório Santos, LuanaTavares de Sousa, Lucas Gabriel Vieira Almeida Rocha, Luiz Guilherme de Souza Leão, Victor Oliveira Santos, Yasmin Jandriele Neves Carvalho, Cirlene Jeane Santos e Santos
Publikováno v:
Diversitas Journal, Vol 6, Iss 1, Pp 1043-1066 (2021)
Contemporary social movements act as modifiers of socio-spatial relations, often assuming the role that should be the State's, acting with the less favored populations, indicating other paths, in addition to marginalization and social exclusion. This
Externí odkaz:
https://doaj.org/article/ec4f33e8094e41ac95c0592b5a442f63
Autor:
Victor Oliveira Santos, Paulo Alexandre Costa Rocha, John Scott, Jesse Van Griensven Thé, Bahram Gharabaghi
Publikováno v:
Atmosphere, Vol 14, Iss 2, p 308 (2023)
The presence of pollutants in our atmosphere has become one of humanity’s greatest challenges. These pollutants, produced primarily by burning fossil fuels, are detrimental to human health, our climate and agriculture. This work proposes the use of
Externí odkaz:
https://doaj.org/article/d03358666ce945aea8125d062edd34e6
Publikováno v:
International Journal of Energy and Environmental Engineering. 13:1271-1286
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9960440d5d5216ea8cf6cf428e6ab24
https://doi.org/10.1007/s40095-022-00493-6
https://doi.org/10.1007/s40095-022-00493-6