Research on Microseismic Magnitude Prediction Method Based on Improved Residual Network and Transfer Learning

To achieve more precise and effective microseismic magnitude estimation, a classification model based on transfer learning with an improved deep residual network is proposed for predicting microseismic magnitudes. Initially, microseismic waveform images are preprocessed through cropping and blurring...

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Bibliographic Details
Main Authors: Huaixiu Wang, Haomiao Wang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8246
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