Wells and context aware diffusion model for geologic cross section generation

Grigoriy M. Shutov; Boris Belozerov; Evgeny Burnaev; Vladimir Vanovskiy

Wells and context aware diffusion model for geologic cross section generation

Grigoriy M. Shutov, Boris Belozerov, Evgeny Burnaev, Vladimir Vanovskiy

Published: 21 Apr 2025, Last Modified: 26 May 2025AI4X 2025 OralEveryoneRevisionsBibTeXCC BY 4.0

Keywords: generative models for geology, physics-informed machine learning, diffusion models, geologic cross section, oil reservoir characterization

TL;DR: DDPM for geological cross sections with conditions on well measurements and geological context

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Submission Number: 276

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