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Robert van der Merwe

Ghent University

Coupure Links 653

Ghent, 9000

Belgium

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Scholarly Papers (1)

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Learning Pore-scale Multiphase Flow from 4D Velocimetry

Number of pages: 19 Posted: 27 May 2026
Chunyang Wang, Linqi Zhu, Yuxuan Gu, Robert van der Merwe, Xin Ju, Catherine Spurin, Samuel Krevor, Rex Ying, Tobias Pfaff, Martin J. Blunt, Tom Bultreys and Gege Wen
Imperial College London, Imperial College London, Imperial College London, Ghent University, Stanford University, Stanford University, Imperial College London, Yale University, affiliation not provided to SSRN, Imperial College London - Department of Earth Science and Engineering, Ghent University and Imperial College London
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Abstract:

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multiphase flow, porous media, Machine learning, Graph Neural Network, pore-scale modelling, 4D micro-velocimetry