DiffSIM: Unconditional and conditional facies simulation based on denoising diffusion generative models

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Xu, Minghui;Song, Suihong;Mukerji, Tapan

Description

DiffSIM provides unconditional and well-conditioned facies simulation using denoising diffusion generative models. The release includes code and data to reproduce the experiments and evaluation metrics reported in the manuscript.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

81%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Control and Systems Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

44%

Source

Scholar Data Model

Normalization Factors

FT

65.38

CTw

1.00

MTw

1.00