Latent diffusion model for conditional reservoir facies generation

Creating accurate and geologically realistic reservoir facies based on limited measurements is crucial for field development and reservoir management, especially in the oil and gas sector. Traditional two-point geostatistics, while foundational, often struggle to capture complex geological patterns....

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Veröffentlicht in:	Computers & geosciences 2025-01, Vol.194, p.105750, Article 105750
Hauptverfasser:	Lee, Daesoo, Ovanger, Oscar, Eidsvik, Jo, Aune, Erlend, Skauvold, Jacob, Hauge, Ragnar
Format:	Artikel
Sprache:	eng
Schlagworte:	computer vision Conditional sampling Diffusion models domain Facies generation geostatistics Machine learning oil and gas industry Statistical learning
Online-Zugang:	Volltext
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