EGU General Assembly 2026 · Poster Website

SinFusion-based Geological Model Augmentation and Well Data Integration

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Author: Eunsil Park et al.

Topic: Geological model augmentation

Method: SinFusion + well data integration

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About this work

This study proposes a geological model characterization framework that combines stratigraphic forward modeling with a single-image diffusion model, SinFusion, to generate multiple geologically realistic realizations while enabling flexible well data integration during reverse diffusion. The approach is designed to support efficient model updates and ensemble-based uncertainty assessment in industrial-scale workflows.