JpGU-AGU Joint Meeting 2026

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[E] Poster

S (Solid Earth Sciences ) » S-CG Complex & General

[S-CG54] Bridging Pore to Reservoir Scales: Advances in AI, Theory, Measurement, Simulation of Flow&Transport

Wed. May 27, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[SCG54-P04] Refining 3D digital rock using Super-Resolution Generative Adversarial Networks: application to Kuju volcanic lava

*Kazuki Sawayama1 (1. Institute for Geothermal Sciences, Graduate School of Science, Kyoto University)

Keywords:Super-Resolution , Digital rock, X-ray CT, Deep learning, Upscaling, Electrical resistivity