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A Study of the ISOMAP Algorithm and Its Applications in Machine Learning
(Universidade Federal de São Carlos, 2015-12-11)
This project aims to study the foundations of nonlinear dimensionality reduction through manifold learning with the algorithm known as Isometric Feature Mapping (ISOMAP) and observe the application of the algorithm in ...
Simulação do processo de separação do xilitol proveniente da rota biotecnológica de fermentação da xilose utilizando os softwares livres COCO e Scilab
(Universidade Federal de São Carlos, 2018-06-18)
Within a context of a growing global market of low-calorie products, it is possible to
highlight the production of sweeteners – products whose sweetening capacity is similar to
sucrose – among which is xylitol, a sugar ...
Modelagem e simulação de biorreator para produção de ácido fumárico
(Universidade Federal de São Carlos, 2018-12-03)
Considering the current scenario where there is a growing pressure for industry to include
sustentability in its inegotiable values, several companies have been investing in research
and development of new, environmentally ...
Estudo da fluidodinâmica de um trocador de calor tipo leito fluidizado utilizado no processo de craqueamento catalítico
(Universidade Federal de São Carlos, 2019-06-17)
Petroleum and its derivatives are of prime importance in the development of modern human activities, as evidenced, for instance, by their strong participation in the world energy matrix. However, the non-renewable nature ...
Estudo do comportamento dos fluidos em um protótipo de um cadinho de Alto Forno durante o seu esgotamento
(Universidade Federal de São Carlos, 2019-12-09)
Steel is the science dedicated to the studies of steel production and treatment, such as obtaining metallic iron. The oldest processes for obtaining metallic iron were conducted in various types of furnaces, currently using ...
Investigação do potencial energético de dispositivos coletores de energia de estradas pavimentadas
(Universidade Federal de São Carlos, 2019-12-20)
The search for alternative sources of energy is a recurring theme in research due to the growth of world energy demand. The development of energy harvesting techniques and devices is required. This work focused on studying ...
Caracterização dinâmica de um instrumento musical de cordas usando análise modal operacional
(Universidade Federal de São Carlos, 2019-12-20)
Although the electric guitar has been more and more an investigation object by the academy, there are still important conclusions missing regarding its dynamic characteristics. To offer a contribution over this panorama, ...
Detecção de impactos em estruturas unidimensionais utilizando o método TDOA (Time Difference of Arrival)
(Universidade Federal de São Carlos, 2018-07-13)
Impact is a dynamic load on a structure in which a high module force is applied within a short period of time. Then, as the impact has affected a steel beam, it is possible to analyze the mechanical signals measured produced ...