120 citations · 349 across the 13 of their papers we have counts for
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A Machine Learning approach to enhance the SUPG stabilization method for advection-dominated differential problems
Tommaso Tassi, Alberto Zingaro, Luca Dede'
We propose using machine learning and artificial neural networks (ANNs) to enhance residual-based stabilization methods for advection-dominated differential problems. Specifically,…
A geometric multiscale model for the numerical simulation of blood flow in the human left heart
Alberto Zingaro, Ivan Fumagalli, Luca Dede' +4
We present a new computational model for the numerical simulation of blood flow in the human left heart. To this aim, we use the Navier-Stokes equations in an Arbitrary Lagrangian…
Hemodynamics of the heart's left atrium based on a Variational Multiscale-LES numerical method
Alberto Zingaro, Luca Dede', Filippo Menghini +1
In this paper, we investigate the hemodynamics of a left atrium (LA) by proposing a computational model suitable to provide physically meaningful fluid dynamics indications and det…