My MSc
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My master's thesis
Last edited: 2023-08-14
Website: http://efurlanm.github.io/msc22
This repository contains the implementations made for my master's thesis, as well as miscellaneous materials and related information. The thesis explores three test cases implemented in the LNCC Santos Dumont supercomputer (SDumont), described bellow.
Directories
- stencil - The five-point stencil test case, used in a heat transfer problem on a finite surface modeled by the Poison partial differential equation
- fft - The three dimensional fast Fourier transform test case, an algorithm that computes the multidimensional Fourier transform of an 3D array using a fast Fourier transform algorithm
- rforest - The random forest test case, an ensemble learning method for tasks such as classification and regression
- thesis - My original master's thesis in LaTeX format
Useful links
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SDumont main site - http://sdumont.lncc.br
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SDumont manual. User manual from LNCC (in Portuguese) - http://sdumont.lncc.br/support_manual.php
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Using the SDumont. Manual in the form of slides, including some more details (in Portuguese) - http://www.linea.gov.br/wp-content/uploads/lineadbfiles/apresentacao/17%20-%20Usando%20o%20santos%20dumont%20(16_9).pdf
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Cadase project. Tutorial with screenshots, part of the Cadase project, which aims to perform numerical modeling and simulations, using HPC techniques, of applications belonging to the energy sector (in Portuguese) - http://sites.usp.br/cadase/recursos-computacionais/tutoriais-sdumont
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IDeepS project - http://github.com/vsantjr/IDeepS
Acknowledgments
Most of the information about SDumont contained in this repository was obtained during INPE's graduate program, and in the project approved by the LNCC with resources from the government of Brazil, without which this work would not be possible.