Enhancing Data-Assimilation in CFD using Graph Neural Networks

Michele Quattromini (1, 2) , Michele Alessandro Bucci (3) , Stefania Cherubini (1) , Onofrio Semeraro (2)

1 DMMM - Department of Mechanics, Mathematics and Management
2 DATAFLOT - DAta science, TrAnsition, Fluid instabiLity, contrOl, Turbulence
3 A&O - A&O (Apprentissage et Optimisation)

Domains: Fluids mechanics [physics.class-ph]

Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro. Enhancing Data-Assimilation in CFD using Graph Neural Networks. 37th Conference on Neural Information Processing Systems (Neurips 2023), Dec 2023, New Orleans (LA), United States. ⟨hal-04407779⟩