Gaizhuo Zhang

ORCID: 0000-0001-5316-8614
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About
Contact & Profiles
Research Areas
  • Geophysical Methods and Applications
  • Mineral Processing and Grinding
  • Geoscience and Mining Technology
  • Seismic Imaging and Inversion Techniques
  • Geochemistry and Geologic Mapping
  • Hydrocarbon exploration and reservoir analysis
  • Rock Mechanics and Modeling
  • Hydraulic Fracturing and Reservoir Analysis

China University of Mining and Technology
2021-2024

Institute of Disaster Prevention
2023

China National Administration of Coal Geology
2021

Micro-seismic monitoring during mining operations generates spatiotemporal data that could indicate strata fractures and deformations leading to water inrush anomalies. However, current prediction methods face challenges from the non-stationarity multi-dimensionality, resulting in low precision effectiveness. This study proposes an innovative data-driven approach for predicting using field 3D micro-seismic data. The couples machine learning deep models analyze events, pre-processed...

10.1109/tgrs.2023.3300012 article EN IEEE Transactions on Geoscience and Remote Sensing 2023-01-01

With the increasing depth of coal mining, quantitative evaluation degree geological structure development is becoming increasingly important for control mine water hazards in mining areas. Understanding complexity can improve safety and efficiency production. At present, various indicators cannot fully reflect faults folds, process usually affected by subjective human factors. In this paper, fractal dimension from theory used as indicator to quantitatively analyze evaluate fault fold area....

10.3390/en14071925 article EN cc-by Energies 2021-03-31
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