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Mohammed Yusuf Ansari

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

105

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Fluidnet-Lite: Lightweight Convolutional Neural Network for Pore-Scale Modeling of Multiphase Flow in Heterogeneous Porous Media

Number of pages: 51 Posted: 07 Nov 2024
Carnegie Mellon University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Texas A&M University at Qatar, University of Leeds - School of Mathematics and Statistics, affiliation not provided to SSRN and Texas A&M University at Qatar
Downloads 69 (891,180)

Abstract:

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Multiphase flow, viscosity ratio, contact angle, fluid displacement dynamics, surrogate models, deep learning in porous media

2.

Pores in Context: Leveraging Matrix-Informed CNN Embeddings for Transparent Carbonate Pore Classification

Number of pages: 41 Posted: 12 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Carnegie Mellon University, affiliation not provided to SSRN, affiliation not provided to SSRN, Texas A&M University at Qatar, Hamad Bin Khalifa University, affiliation not provided to SSRN and Texas A&M University at Qatar
Downloads 36 (1,249,711)

Abstract:

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Carbonate reservoirs, Pore typing, Thin-section petrography, Machine learning, Convolutional neural networks, Neighborhood features, Explainable AI, Reservoir characterization