The proposed framework integrates FEM simulations, CNN classification, and an RAG model for automated SHM reporting, achieving high accuracy in structural status prediction and report generation for HFSS. (IMAGE)

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The proposed framework integrates FEM simulations, CNN classification, and an RAG model for automated SHM reporting, achieving high accuracy in structural status prediction and report generation for HFSS.

Caption

The proposed framework integrates FEM simulations, CNN classification, and an RAG model for automated SHM reporting, achieving high accuracy in structural status prediction and report generation for HFSS.

Credit

Linlin Zhao/Beijing University of Technology, Jasper Mbachu/Bond University, Siyu Liu/Beijing University of Technology, Rongtian Zhang/Beijing University of Technology

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CC BY

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