Microseismic moment tensor inversion based on ResNet model

This paper proposed a moment tensor regression prediction technology based on ResNet for microseismic events. Taking the great advantages of deep networks in classification and regression tasks, it can realize the great potential of fast and accurate inversion of microseismic moment tensors after th...

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Bibliographic Details

Published in:	Artificial Intelligence in Geosciences
Main Authors:	Jiaqi Yan, Li Ma, Tianqi Jiang, Jing Wen Zheng, Dewei Li, Xingzhi Teng
Format:	Article
Language:	English
Published:	Elsevier BV 2025
Subjects:	Seismology and Earthquake Studies Seismic Imaging and Inversion Techniques Hydraulic Fracturing and Reservoir Analysis ResNet microseismic events synthetic seismograms near real-time monitoring
Online Access:	https://doi.org/10.1016/j.aiig.2025.100107
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