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pro vyhledávání: '"Almeida, João Lucas de Sousa"'
The recently introduced class of architectures known as Neural Operators has emerged as highly versatile tools applicable to a wide range of tasks in the field of Scientific Machine Learning (SciML), including data representation and forecasting. In
Externí odkaz:
http://arxiv.org/abs/2404.17535
Autor:
Chau, Minh Triet, Almeida, João Lucas de Sousa, Alhajjar, Elie, Junior, Alberto Costa Nogueira
A recent alternative for hydrogen transportation as a mixture with natural gas is blending it into natural gas pipelines. However, hydrogen embrittlement of material is a major concern for scientists and gas installation designers to avoid process fa
Externí odkaz:
http://arxiv.org/abs/2306.13116
Autor:
Almeida, João Lucas de Sousa, Pires, Arthur Cancellieri, Cid, Klaus Feine Vaz, Junior, Alberto Costa Nogueira
This work explores the physics-driven machine learning technique Operator Inference (OpInf) for predicting the state of chaotic dynamical systems. OpInf provides a non-intrusive approach to infer approximations of polynomial operators in reduced spac
Externí odkaz:
http://arxiv.org/abs/2206.01604
Autor:
Nogueira Jr, Alberto Costa, Almeida, João Lucas de Sousa, Auger, Guillaume, Watson, Campbell D.
General circulation models are essential tools in weather and hydrodynamic simulation. They solve discretized, complex physical equations in order to compute evolutionary states of dynamical systems, such as the hydrodynamics of a lake. However, high
Externí odkaz:
http://arxiv.org/abs/2103.10931
Akademický článek
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Publikováno v:
Biblioteca Digital de Teses e Dissertações da Universidade Estadual de Campinas (UNICAMP)
Universidade Estadual de Campinas (UNICAMP)
instacron:UNICAMP
Universidade Estadual de Campinas (UNICAMP)
instacron:UNICAMP
Orientadores: Marco Lucio Bittencourt, Alberto Costa Nogueira Junior Dissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Mecânica Resumo: Uma abordagem de Elementos Finitos Galerkin Descontínuo (DG) para as equaç
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3056::9b35da6c46588ccd03c4c8eeebd5cf56