[ABE-L] Ciclo de Palestras - PPGE-IM/UFRJ - 9 de OUTUBRO

[Maria Eulalia Vares]

Caros colegas,

A nossa próxima palestra ocorrerá na quarta-feira, 9 de outubro, no horário
das 15h30 às 17h00, Local: Laboratório de Sistemas Estocásticos (LSE), Sala
I-044-B, Centro de Tecnologia - UFRJ.

Detalhes do seminário seguem abaixo.

*Palestrante*: Fábio Santos (EQ-UFRJ)

*Título*:  Fluid Computational Physics based on machine learning algorithms

*Resumo*:  Fluid mechanics, a key field in physics, focuses on studying
fluid behavior and interactions. While numerical methods have long been
essential for understanding complex fluid dynamics, the recent rise of
Scientific Machine Learning (SciML) offers exciting new approaches. SciML,
at the intersection of machine learning and scientific research,
complements traditional methods by improving prediction accuracy, reducing
computational costs, and deepening our understanding of fluids. This
presentation explores how SciML can be applied to turbulence modeling,
multiphase flows, and other fluid systems. We will also share successful
case studies from our group, highlighting SciML’s potential to
revolutionize fluid mechanics through data-driven techniques. Despite
challenges like data availability and model interpretability, the
integration of SciML with fluid mechanics opens up promising opportunities
for both fundamental and applied research.

Mais informações podem ser encontradas no site:
https://www.dme.ufrj.br/?page_id=3579.

Organizadores: Maria Eulalia Vares e Widemberg S Nobre

Atenciosamente,




-- 
Maria Eulalia Vares
Professora Titular - Instituto de Matemática - UFRJ
Coordenadora do Programa de Pós-Graduação em Estatística
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