zhangfengkai
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Scientific Research
Working-Papers
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Paper Publications
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季银涛. Deep Neural Network-Based Permittivity Inversions for Ground Penetrating Radar Data. IEEE Sensors Journal, 21, 8172, 2024.
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刘本超. Tunnel resistivity deep learning inversion method based on physics-driven and signal interpretability. NEAR SURFACE GEOPHYSICS, 2024.
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王静. Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks. Automation in Construction, 133, 2024.
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刘斌. Full-waveform inversion method for tunnel seismic forward prospecting. GEOPHYSICAL JOURNAL INTERNATIONAL, 232, 2023.
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刘涵池. Semisupervised Deep Neural Network-Based Cross-Frequency Ground-Penetrating Radar Data Inversion. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING , 61, 2023.
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蒋鹏. Full waveform inversion of common-offset ground-penetrating radar based on a special source wavelet and multiple integral wave-field transform. Journal of Applied Geophysics, 206, 2022.
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王静. GPRI2Net: A Deep-Neural-Network-Based Ground Penetrating Radar Data Inversion and Object Identification Framework for Consecutive and Long Survey Lines. IEEE Transactions on Geoscience and Remote Sensing, 60, 2022.
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王静. <p>Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks</p>. Automation in Construction, 133, 2022.
Patents
Published Books
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Research Projects
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沉陷区地质治理全流程透彻感知与智能管控关键技术与装备研发-济南市, 2023-07-01-2025-07-31
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赵楼煤矿岩巷TBM岩体地质信息感知与智能掘进关键技术-2, 2023-12-26-2025-04-28
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沉陷区地质治理全流程透彻感知与智能管控关键技术与装备研发, 2023-07-01-2025-07-31
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复杂地质环境TBM掘进灾害源实时感知技术-01, 2023-04-01-2026-03-31
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高原高海拔铁路隧道穿越复杂富水冰碛体地层灾害预测预报与控制关键技术, 2022-12-01-2024-12-31
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基于电磁、地震探测与探地雷达融合的城市空间地下管线检测技术研究与应用-3, 2023-04-17-2025-12-31
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复杂地质环境隧道致灾构造超前预报方法, 2022-12-01-2025-12-31
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隧道凿岩台车施工多源信息围岩参数预测理论及围岩稳定性分析方法研究, 2022-09-07-2026-12-31
Research Team
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