Integrating Bayesian classification and ANN for lithofacies classification using well and seismic data: Bahregansar case study

Integrating Bayesian classification and ANN for lithofacies classification using well and seismic data: Bahregansar case study

Abstract This paper integrates supervised Bayesian classification with a conjugate-based artificial neural network (ANN) to classify seismic data into four lithofacies defined at well locations. This study focuses on the Miocene Ghar Formation, which serve as a highly productive reservoir in the nor...

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Bibliographic Details
Main Authors: Hessam Mansouri Siahgoli, Mohammad Ali Riahi, Majid Nabi-Bidhendi, Seyedmohsen Seyedali
Format: Article
Language:English
Published: Springer 2025-03-01
Series:Discover Applied Sciences
Subjects:
Bayesian classification
Artificial neural network
Adaptive rock physics template
Pre-stack simultaneous seismic inversion
Probability density function
Online Access:https://doi.org/10.1007/s42452-025-06701-2
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https://doi.org/10.1007/s42452-025-06701-2

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