Deep Learning Inversion of Electrical Resistivity Data by One-Sided Mapping-Reference-Cited by-同舟云学术

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

Published:2022 Issue: Volume:29 Page:2248-2252
ISSN:1070-9908
Container-title:IEEE Signal Processing Letters
language:
Short-container-title:IEEE Signal Process. Lett.

Author:

Liu Benchao¹^ORCID,Jiang Peng²^ORCID,Guo Qian³,Wang Chuanwu⁴

Affiliation:

1. School of Civil Engineering, Shandong University, Jinan, China

2. School of Qilu Transportation, Shandong University, Jinan, China

3. School of Water Conservancy and Environment, University of Jinan, Jinan, China

4. School of Highway, Chang'an University, Xi'an, China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Shandong Province

Young Scholars Future Plan of Shandong University

Fundamental Research Funds for the Central Universities, CHD

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/97/9686799/09930480.pdf?arnumber=9930480

Reference29 articles.

1. Bedrock detection beneath river terrace deposits using three-dimensional electrical resistivity tomography

2. Inversion of DC resistivity data using neural networks

3. Natural gradient learning neural networks for adaptive inversion of Hammerstein systems

4. Deep learning

5. Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information

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1. Comparison of machine learning and electrical resistivity arrays to inverse modeling for locating and characterizing subsurface targets;Journal of Applied Geophysics;2024-10

2. Analysis on stable imaging and inverse algorithm for artificial source EM data;Journal of Geophysics and Engineering;2024-07-03

3. Tunnel resistivity deep learning inversion method based on physics‐driven and signal interpretability;Near Surface Geophysics;2024-03-09

4. A Deep Learning Inversion Method for 3-D Electrical Resistivity Tomography Based on Neighborhood Feature Extraction;IEEE Sensors Journal;2023-08-15

5. Study on Rapid Inversion of Soil Water Content from Ground-Penetrating Radar Data Based on Deep Learning;Remote Sensing;2023-04-02

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