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iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling.

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Title: iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling.
Authors: Yan, Tao1,2, tao-cee.yan@polyu.edu.hk, Shen, Shui-Long1,3, shensl@stu.edu.cn, Yin, Zhen-Yu1,2, zhenyu.yin@polyu.edu.hk, Zhang, Ning1,2, ning-cee.zhang@polyu.edu.hk, Xu, Hao-Ruo1,2, haoruo.xu@connect.polyu.hk
Source: Information Fusion; Nov2026, Vol. 135, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194552871
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling.
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  Data: <searchLink fieldCode="AU" term="%22Yan%2C+Tao%22">Yan, Tao</searchLink><relatesTo>1,2</relatesTo>, <i>tao-cee.yan@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Shen%2C+Shui-Long%22">Shen, Shui-Long</searchLink><relatesTo>1,3</relatesTo>, <i>shensl@stu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Yin%2C+Zhen-Yu%22">Yin, Zhen-Yu</searchLink><relatesTo>1,2</relatesTo>, <i>zhenyu.yin@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Ning%22">Zhang, Ning</searchLink><relatesTo>1,2</relatesTo>, <i>ning-cee.zhang@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Xu%2C+Hao-Ruo%22">Xu, Hao-Ruo</searchLink><relatesTo>1,2</relatesTo>, <i>haoruo.xu@connect.polyu.hk</i>
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  Data: <searchLink fieldCode="JN" term="%22Information+Fusion%22">Information Fusion</searchLink>; Nov2026, Vol. 135, pN.PAG-N.PAG, 1p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194552871
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.inffus.2026.104428
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 1
        StartPage: N.PAG
    Titles:
      – TitleFull: iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling.
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Yan, Tao
      – PersonEntity:
          Name:
            NameFull: Shen, Shui-Long
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            NameFull: Yin, Zhen-Yu
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            NameFull: Zhang, Ning
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            NameFull: Xu, Hao-Ruo
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          Dates:
            – D: 01
              M: 11
              Text: Nov2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 15662535
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            – Type: volume
              Value: 135
          Titles:
            – TitleFull: Information Fusion
              Type: main
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