Prediction model of land surface settlement deformation based on improved LSTM method: CEEMDAN-ICA-AM-LSTM (CIAL) prediction model

• Shengchao Zhu,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation College of Civil Engineering and Architecture, Xinjiang University, Urumqi, Xinjiang, China

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• Yongjun Qin ,

  Roles Funding acquisition, Methodology, Resources, Supervision, Validation

  * E-mail: qyjjg@xju.edu.cn

  Affiliations College of Civil Engineering and Architecture, Xinjiang University, Urumqi, Xinjiang, China, Xinjiang Civil Engineering Technology Research Center, Urumqi, Xinjiang, China

  https://orcid.org/0000-0003-0717-0953

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• Xin Meng,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Supervision, Validation

  Affiliation College of Civil Engineering and Architecture, Xinjiang University, Urumqi, Xinjiang, China

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• Liangfu Xie,

  Roles Supervision, Validation

  Affiliations College of Civil Engineering and Architecture, Xinjiang University, Urumqi, Xinjiang, China, Xinjiang Civil Engineering Technology Research Center, Urumqi, Xinjiang, China

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• Yongkang Zhang,

  Roles Methodology, Supervision, Validation

  Affiliation CCFEB Civil Engineering Co., Ltd., Central South University, Changsha, Hunan, China

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• Yangchun Yuan

  Roles Resources

  Affiliation College of Civil Engineering and Architecture, Xinjiang University, Urumqi, Xinjiang, China

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