CV Lattes
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Universidade Estadual Paulista (UNESP). Campus de Araraquara. Instituto de Química (IQ) (Institutional affiliation from the last research proposal) Birthplace: Brazil
bachelor's at Matemática from Universidade Estadual Paulista Júlio de Mesquita Filho (2009). (Source: Lattes Curriculum)
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This project aims to deepen the understanding of the complex aspects surrounding sugarcane production in the state of Sao Paulo, focusing on the use of Exploratory Data Analysis (EDA) techniques and Artificial Intelligence (AI), including machine learning predictive models. The research is motivated by the strategic importance of sugarcane cultivation in the national economy, especially i…
The present project aims to develop advanced computational models to estimate bioenergy production from sugarcane in the state of São Paulo, using real data from various sources. The methodologies employed include Random Forest Regression (RFR), Support Vector Regression (SVR), and Deep Neural Networks (DNN). Initially, public datasets provided by different institutions will be explored v…
Sugarcane plays a crucial role in the Brazilian economy. The country is the world's largest producer, and 55% of the planted area located in the state of São Paulo. The state is also the largest producer of sugar in Brazil, accounting for about 60% of the national production and approximately 30% of the world's production. Given the economic and social importance of this scenario, the stu…
Ethanol has been widely considered as an alternative for reducing environmental and energy problems in the world, as it has the advantages of being a renewable source and reducing carbon dioxide emissions. Faced with a growth scenario, at a national level, in ethanol production, the study of mathematical models and computational methods that seek to analyze ethanol production, can become …
This project presents a request for a Scientific Initiation scholarship under the BEPE-FAPESP exchange program. The research will be conducted at the Institute for Systems and Computer Engineering, Technology and Science (INESC-TEC), located in Porto, Portugal, under the supervision of Prof. Dr. José Nuno Fidalgo, a researcher in the area of Machine Learning with an emphasis on energy res…
| 1 / 1 | Ongoing grants |
| 2 / 2 | Ongoing scholarships in Brazil |
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 5 / 5 | All research grants and scholarships |
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