Self-Similar Blow up Profiles for Fluids via Physics-Informed Neural Networks

Wed Apr 12, 2023 4:15 p.m.—5:15 p.m.
Exterior of Sheffield-Sterling-Strathcona Hall featuring a stone carving of Yale's coat of arms and motto

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Seminar: 
Colloquium

Event time: 
Wednesday, April 12, 2023 - 4:15pm

Location: 
LOM 214

Speaker: 
Javier Gomez Serrano

Speaker affiliation: 
Brown University

Event description: 
In this talk I will explain a new numerical framework, employing physics-informed neural networks, to find a smooth self-similar solution for different equations in fluid dynamics. The new numerical framework is shown to be both robust and readily adaptable to several situations.