most citedHammering at the entropy: A GENERIC-guided approach to learning polymeric rheological constitutive equations using PINNs

2 citations · 2 across the 2 of their papers we have counts for

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2 papers

physics.flu-dyn2024★ 2 cited

Hammering at the entropy: A GENERIC-guided approach to learning polymeric rheological constitutive equations using PINNs

David Nieto Simavilla, Andrea Bonfanti, Imanol García de Beristain +2

We present a versatile framework that employs Physics-Informed Neural Networks (PINNs) to discover the entropic contribution that leads to the constitutive equation for the extra-s…

math.NA2022

Adomian Decomposition Based Numerical Scheme for Flow Simulations

Imanol Garcia-Beristain, Lakhdar Remaki

This paper proposes a numerical method based on the Adomian decomposition approach for the time discretization, applied to Euler equations. A recursive property is demonstrated tha…