CV Lattes
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Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
She has a B.Sc. in Environmental Engineering (2009) and a M.Sc. in Numerical Methods in Engineering (2012) from Federal University of Paraná, and a Ph.D. in Atmospheric Science from Pennsylvania State University (2017). She is an Assistant Professor at the Institute of Mathematical and Computer Sciences of the University of São Paulo (ICMC/USP). Her research is in the fields of geophysical fluid dynamics, atmospheric turbulence, dispersion, micrometeorology and computational fluid dynamics. She is a member of the American Meteorological Society's Committee on Boundary Layers and Turbulence, vice-coordinator of the Bachelor's Degree in Applied Mathematics and Scientific Computing at the University of São Paulo, and serves on the editorial board of Agricultural and Forest Meteorology. (Source: Lattes Curriculum)
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The atmospheric boundary layer (ABL) is the region of the atmosphere closest to the ground,where all exchanges of energy, gases and particles between the earth's surface elements andthe atmosphere take place. It is characterized by the presence of a turbulent flow, being bet-ter represented computationally by the Large Eddy Simulation (LES) technique. In this typeof simulation, the physic…
Given the high computational cost of Direct Numerical Simulation (DNS) for turbulent flows, the search for reduced-cost models such as Large Eddy Simulation (LES) is justified. The LES technique consists of resolving the larger-scale vortices and parameterizing the influence of the smaller scales through a subgrid-scale model. However, LES has sources of error, a major one being the model…
This work proposes the use of an MLP neural network for converting air velocity data obtained from a hot-film sensor, transforming temporal voltage readings (Volts) into time series of velocity (m/s), with an emphasis on application to real-world data. This study continues previous research that implemented an MLP network trained exclusively on synthetic data. The current goal is to valid…
The atmospheric boundary layer (ABL) is the region of the atmosphere closest to the ground, where all exchanges of energy, gases and particles between the earth's surface elements and the atmosphere take place. These exchanges are possible due to the highly turbulent flow present in this part of the atmosphere. In this study, ABL data obtained from a numerical simulation will be analyzed …
Most of the exchanges of energy, gases and particles between the atmosphere and the elements of the Earth's surface happen in the first hundreds of meters above ground. These exchanges are driven by the highly turbulent flow in this part of the atmosphere, which is known as the atmospheric boundary layer (ABL). In this study, a Large-Eddy Simulation code will be used to represent the ABL.…
The atmospheric boundary layer (ABL) is the region of the atmosphere closest to the ground, where all exchanges of energy, gases and particles between the earth's surface elements and the atmosphere take place. These exchanges are possible due to the highly turbulent flow present in this part of the atmosphere. In this study, ABL data obtained from a numerical simulation will be analyzed …
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