JpGU-AGU Joint Meeting 2026

Presentation information

[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-P06] Simulation of fluid flow in fractured rocks using a graph transformer neural operator and its application to characterizing effective permeability

*Kazuya Ishitsuka1 (1. Kyoto University)

Keywords:Permeability, Discrete fracture network, Graph neural operator, Fluid flow, Scientific machine learning