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A New Approach for 2-D EIT Inversion Based on Optimizing a Discrete Loss Framework

  • Xue Wang
  • , Haonan Gong
  • , Tianyi Xie
  • , Chong Wang
  • , Tao Shan*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this work, an efficient inversion method is proposed based on the Optimizing a Discrete Loss (ODIL) framework for solving the conductivity inversion problem in electrical impedance tomography (EIT). The approach constructs a discrete residual loss function combined with automatic differentiation and mesh structure, to achieve high-precision inversion of the conductivity distribution. Numerical experiments demonstrate that ODIL exhibits superior reconstruction accuracy and computational efficiency in 2-D EIT imaging. This research validates the effectiveness and adaptability of the ODIL method for EIT conductivity inversion tasks.

源语言英语
主期刊名2025 International Applied Computational Electromagnetics Society Symposium, ACES-China 2025 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781733467711
DOI
出版状态已出版 - 2025
活动2025 International Applied Computational Electromagnetics Society Symposium, ACES-China 2025 - Huangshan, 中国
期限: 8 8月 202511 8月 2025

出版系列

姓名2025 International Applied Computational Electromagnetics Society Symposium, ACES-China 2025 - Proceedings

会议

会议2025 International Applied Computational Electromagnetics Society Symposium, ACES-China 2025
国家/地区中国
Huangshan
时期8/08/2511/08/25

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