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Modelo de classificação para dados desbalanceados: método SMOTE e variantes
(Universidade Federal de São Carlos, 2024-01-29)
Often, in classification models, we encounter databases that have highly imbalanced classes, such as: rare disease diagnostic data, manufacturing defects, fraudulent transactions, etc. Training a model on a dataset with ...
Dimensionamento de um evaporador de vinhaça do tipo névoa turbulenta
(Universidade Federal de São Carlos, 2024-01-22)
The study analyses evaporation as a sustainable strategy for vinasse disposal, a subproduct of sugarcane ethanol production. The research aims to establish the sizing of a turbulent mist evaporator with a water evaporation ...
Proposta de uma GAN para geração de moléculas
(Universidade Federal de São Carlos, 2024-01-30)
In the field of biology, molecules play a crucial role, acting as the fundamental building blocks that make up everything around us, from elements like water and air to the intricate structures that make up our own bodies. ...
Aplicação das metodologias PMO e TPM para gerenciamento de projetos no contexto da indústria química
(Universidade Federal de São Carlos, 2024-01-22)
Large companies waste resources due to inefficient project management and face challenges in
identifying appropriate strategies and methods for project management. In the emerging and
dynamic context related to the market ...
Simulações ópticas para o comissionamento da linha de luz SAPUCAIA
(Universidade Federal de São Carlos, 2024-02-02)
The SAPUCAIA beamline is one of the research stations at the Brazilian Synchrotron Light
Laboratory (LNLS) and is in the final stages of installation. It will employ the small-angle X-ray
scattering technique to characterize ...
Inserção da economia circular na indústria 4.0: utilização de big data no impulsionamento do desenvolvimento industrial sustentável das multinacionais
(Universidade Federal de São Carlos, 2024-01-23)
On the one hand, environmental challenges are becoming increasingly
urgent, as they put the entire well-being of society and the future of the planet at
risk. Faced with this scenario, it is essential to debate and ...
Caracterização de filmes finos de ZnO:Ho crescidos por spray-pirólise
(Universidade Federal de São Carlos, 2024-01-25)
The research investigation on the doping effects of zinc oxide thin films (ZnO) with the rare earth ion Holmium (Ho3+) and the determination of an optimal doping condition for the luminescence of the doping element. The ...
Hidrogênio verde: seu papel estratégico na transição energética
(Universidade Federal de São Carlos, 2024-02-07)
The search for more ecological and efficient energy sources has increased, driven by growing global demand. Despite the increase in the capabilities of renewable sources, such as wind and solar energy, it has become crucial ...
Quality By design na indústria farmacêutica
(Universidade Federal de São Carlos, 2024-01-24)
This work synthesizes the Quality by Design (QbD) approach in the context of pharmaceutical production. The beginning of the research focuses on the essence of QbD, highlighting its innovative application in drug development. ...
Nitrosaminas em insumos farmacêuticos ativos
(Universidade Federal de São Carlos, 2024-01-17)
Since 1972, N-nitrosamines have been the subject of study in medication composition. However, in July 2018, the presence of the N-nitrosamine NDMA was identified in Valsartan, leading to the recall of this medication. ...