Search Results for author: Faruk O. Alpak

Found 2 papers, 1 papers with code

FResNet++: Augmenting deep residual surrogates with Fourier operators for accelerated PDE based flow and transport simulations

no code implementations • ICLR 2022 • Janaki Vamaraju, Faruk O. Alpak, Jim W Jennings, Pandu Devarakota, Detlef Hohl

Accurate numerical modeling of multi-phase flow and transport mechanisms is essential to study varied, complex physical phenomena.

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Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

1 code implementation • 4 Sep 2021 • Stephan Gärttner, Faruk O. Alpak, Andreas Meier, Nadja Ray, Florian Frank

This paper presents a novel methodology for permeability prediction from micro-CT scans of geological rock samples.

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