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18 Jun, 2024 · 12:00 Instituto Universitario de Investigación de Matemáticas (IMAG)

Conferencia: «Self-Similar Blow up Profiles for Fluids via Machine Learning»

Javier Gómez Serrano

Ciencias


Conferencia impartida por Javier Gómez Serrano, Brown University.

Abstract:

In this talk I will explain a new numerical framework, employing machine learning techniques (physics informed neural networks), to find a smooth self-similar solution (or asymptotically self-similar solution) for different equations in fluid dynamics, such as Euler or Boussinesq. The new numerical framework is shown to be both robust and readily adaptable to several situations. Joint work with Tristan Buckmaster, Gonzalo Cao-Labora, Ching-Yao Lai and Yongji Wang.


  • Fecha: Martes 18 de junio de 2024
  • Lugar: Sala de Conferencias del IMAG, Granada
  • Horario: 12:00 h.
  • Organiza: Instituto de Matemáticas de la Universidad de Granada (IMAG)
  • Más información: enlace web IMAG