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Lithology prediction based on well-log data and seismic inversion result: A machine learning approach | Synapse
March 3, 2026
Lithology prediction based on well-log data and seismic inversion result: A machine learning approach
WJ
Weihua Jia
Sinopec (China)
DL
D P Liu
GZ
Guangzhi Zhang
China University of Petroleum, East China
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Key Points
Lithology prediction accuracy improved through machine learning techniques.
Seismic inversion results combined with well-log data were analyzed for effectiveness.
This analysis employs advanced data analysis methodologies to refine predictions.
Machine learning may enhance geological insights, suggesting future research directions.
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Jia et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75f3ec6e9836116a2a786
https://doi.org/https://doi.org/10.1016/j.jappgeo.2026.106131