Peng Jiang - Publications, H-index & Citations | Canyam

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蒋鹏 (Peng Jiang)

shandong university

22H-index

100Paper Count

2.0KCitation Count

Published Papers 29

Publication Date

GPR Full-Waveform Inversion Through Adaptive Filtering of Model Parameters and Gradients Using CNN

IEEE SENSORS JOURNAL

IF4.5

2025-02-01

0

PREAI

Jiang, Peng; Wang, Kun; Wang, Jiaxing; Feng, Zeliang; Qiao, Shengjie; Deng, Runhuai; Zhang, Fengkai

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Deep Learning-Based Rock Muck Detection on Point Clouds During TBM Excavation

IEEE SENSORS JOURNAL

IF4.5

2024-10-01

0

PREAI

Jiang, Peng; Wang, Shaojie; Yang, Weimin; Chen, Antai; Wang, Yaxu; Liu, Benchao

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Gradient optimization method for tunnel resistivity and chargeability joint inversion based on deep learning

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2024-02-01

2

PREAI

Jiang, Peng; Liu, Benchao; Tang, Yuting; Liu, Zhengyu; Pang, Yonghao

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Deep Learning-Based Optimization Framework for Full-Waveform Inversion in Tunnels

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

1

PREAI

Jiang, Peng; Cao, Shuai; Guo, Shiyu; Ren, Yuxiao; Li, Yong

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Joint Inversion of Seismic and Resistivity Data Powered by Deep Learning

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

0

PREAI

Ren, Yuxiao; Liu, Benchao; Liu, Bin; Liu, Zhengyu; Jiang, Peng

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Estimation of surface ozone concentration over Jiangsu province using a high-performance deep learning model

JOURNAL OF ENVIRONMENTAL SCIENCES

IF6.3

2023-10-01

7

PREAI

Mu, Xi; Wang, Sichen; Jiang, Peng; Wu, Yanlan

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Physics-driven self-supervised learning system for seismic velocity inversion

IF3.2

2023-01-31

19

PREAI

Liu, Bin; Jiang, Peng; Wang, Qingyang; Ren, Yuxiao; Yang, Senlin; Cohn, Anthony G.

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Semisupervised Deep Neural Network-Based Cross-Frequency Ground-Penetrating Radar Data Inversion

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

7

PREAI

Liu, Hanchi; Wang, Jing; Zhang, Jiaqi; Jiang, Haonan; Xu, Jing; Jiang, Peng; Zhang, Fengkai; Sui, Qingmei; Wang, Zhengfang

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Physics-Driven Deep Learning Inversion for Direct Current Resistivity Survey Data

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

15

OAAI

Liu, Bin; Pang, Yonghao; Jiang, Peng; Liu, Zhengyu; Liu, Benchao; Zhang, Yongheng; Cai, Yumei; Liu, Jiawen

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Well-Log Information-Assisted High-Resolution Waveform Inversion Based on Deep Learning

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

13

PREAI

Yang, Senlin; Alkhalifah, Tariq; Ren, Yuxiao; Liu, Bin; Li, Yuanyuan; Jiang, Peng

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Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network

CONSTRUCTION AND BUILDING MATERIALS

IF8

2022-02-01

23

OAAI

Yang, Senlin; Wang, Zhengfang; Wang, Jing; Cohn, Anthony G.; Zhang, Jiaqi; Jiang, Peng; Nie, Lichao; Sui, Qingmei

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An extreme gradient boosting technique to estimate TBM penetration rate and prediction platform

BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT

IF4.2

2022-01-07

9

PREAI

Wang, Yaxu; Gao, Xuechi; Jiang, Peng; Guo, Xu; Wang, Ruirui; Guan, Zengda; Chen, Lei; Xu, Chenxing

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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

IF8.6

2022-01-01

30

PREAI

Wang, Jing; Liu, Hanchi; Jiang, Peng; Wang, Zhengfang; Sui, Qingmei; Zhang, Fengkai

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Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks

AUTOMATION IN CONSTRUCTION

IF11.5

2022-01-01

26

OAAI

Wang, Jing; Zhang, Jiaqi; Cohn, Anthony G. G.; Wang, Zhengfang; Liu, Hanchi; Kang, Wenqiang; Jiang, Peng; Zhang, Fengkai; Chen, Kefu; Guo, Wei; Yu, Yanfei

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Deep Learning Inversion of Electrical Resistivity Data by One-Sided Mapping

ieee signal processing magazine

IF3.9

2022-01-01

9

PREAI

Liu, Benchao; Jiang, Peng; Guo, Qian; Wang, Chuanwu

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Unsupervised Deep Learning for Random Noise Attenuation of Seismic Data

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

25

PREAI

Liu, Bin; Yue, Jinghang; Zuo, Zhiwu; Xu, Xinji; Fu, Chao; Yang, Senlin; Jiang, Peng

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GPRInvNet: Deep Learning-Based Ground-Penetrating Radar Data Inversion for Tunnel Linings

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-10-01

107

OAAI

Liu, Bin; Ren, Yuxiao; Liu, Hanchi; Xu, Hui; Wang, Zhengfang; Cohn, Anthony G.; Jiang, Peng

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Seismic data inversion with acquisition adaptive convolutional neural network for geologic forward prospecting in tunnels

IF3.2

2021-07-27

10

PREAI

Ren, Yuxiao; Liu, Bin; Yang, Senlin; Li, Duo; Jiang, Peng

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Deep Neural Network-Based Permittivity Inversions for Ground Penetrating Radar Data

IEEE SENSORS JOURNAL

IF4.5

2021-03-15

47

PREAI

Ji, Yintao; Zhang, Fengkai; Wang, Jing; Wang, Zhengfang; Jiang, Peng; Liu, Hanchi; Sui, Qingmei

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Adaptive Convolution Neural Networks for Electrical Resistivity Inversion

IEEE SENSORS JOURNAL

IF4.5

2021-01-15

17

PREAI

Liu, Benchao; Guo, Qian; Wang, Kai; Pang, Yonghao; Nie, Lichao; Jiang, Peng

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