Leandro Tavares da Silva's Books

Deep Learning for Fluid Simulation and Animation

Fundamentals, Modeling, and Case Studies

By: Gilson Antonio Giraldi,Liliane Rodrigues de Almeida,Antonio Lopes Apolinário Jr.,Leandro Tavares da Silva

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Deep Learning for Fluid Simulation and Animation

Fundamentals, Modeling, and Case Studies

By: Gilson Antonio Giraldi,Liliane Rodrigues de Almeida,Antonio Lopes Apolinário Jr.,Leandro Tavares da Silva

This book is an introduction to the use of machine learning and data-driven approaches in fluid simulation and animation, as an alternative to traditional modeling techniques based on partial differential equations and numerical methods – and at a lower computational cost. This work starts with a brief review of computability theory, aimed to convince the reader – more specifically, researchers of more traditional areas of mathematical modeling – about the power of neural computing in fluid animations. In these initial chapters, fluid modeling through Navier-Stokes equations and numerical methods are also discussed. The following chapters explore the advantages of the neural networks approach and show the building blocks of neural networks for fluid simulation. They cover aspects related to training data, data augmentation, and testing. The volume completes with two case studies, one involving Lagrangian simulation of fluids using convolutional neural networks and the other using Generative Adversarial Networks (GANs) approaches.

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Page Count

173

Publisher

Springer Nature

Published Date

ISBN 10

303142333X

ISBN 13

9783031423338

Fascism in Brazil

From Integralism to Bolsonarism

By: Leandro Pereira Gonçalves,Odilon Caldeira Neto

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Fascism in Brazil

From Integralism to Bolsonarism

By: Leandro Pereira Gonçalves,Odilon Caldeira Neto

Fascism in Brazil analyzes the long and varied history of the Brazilian extreme right. The book examines integralism, the main historical Brazilian fascist ideology represented by Brazilian integralist Action, the largest fascist movement outside Europe. It analyzes the Integralist tradition from its founding in 1932 to the present day. It examines how Brazilian integralist Action began with its leader Plínio Salgado's trip to Fascist Italy, and how the Popular Representation Party developed integralism in the postwar era. The book also explores the support of integralists for the 1964 military coup and the role of integralists in the dictatorship. The contemporary extreme right in Brazil is still inspired by the integralist slogans of the 1930s as they seek to find political space and to demonstrate their strength. Contemporary turning points in neo-integralism were the involvement of neo-fascist groups, including neo-integralists, in the upheavals that culminated in the election of Brazilian President Jair Bolsonaro, as well as in the attack on the headquarters of comedy group Porta dos Fundos in Rio de Janeiro in 2019. This book will be of interest to students and scholars researching comparative fascist studies, the history of the far right, and Brazilian and Latin American history and politics.

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Page Count

166

Publisher

Routledge

Published Date

ISBN 10

1000581985

ISBN 13

9781000581980

Deep Learning for Fluid Simulation and Animation

Fundamentals, Modeling, and Case Studies

By: Gilson Antonio Giraldi,Liliane Rodrigues de Almeida,Antonio Lopes Apolinário Jr.,Leandro Tavares da Silva

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Deep Learning for Fluid Simulation and Animation

Fundamentals, Modeling, and Case Studies

By: Gilson Antonio Giraldi,Liliane Rodrigues de Almeida,Antonio Lopes Apolinário Jr.,Leandro Tavares da Silva

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

173

Publisher

Springer Nature

Published Date

ISBN 10

303142333X

ISBN 13

9783031423338

Book's by Leandro Tavares da Silva

Deep Learning for Fluid Simulation and Animation

Deep Learning for Fluid Simulation and Animation

Fascism in Brazil

Fascism in Brazil

Deep Learning for Fluid Simulation and Animation

Deep Learning for Fluid Simulation and Animation

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