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Bachelor Paper. Subject is to predict rock grade with LSTM. The sources are PLHBM image data.

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Assessment of ground condition beyond tunnel excavation face using PLHBM data and LSTM

선대구경 발파 데이터와 인공지능을 활용한 전방 터널 지질 상태 예측 연구

학사학위논문 (2020.12 ~ 2021.05.04) with 신희지님

result LSTM을 이용하여 전방 지질 상태를 예측한 결과 (72.64% 정확도)

논문과 발표 PPT

기술환경

  • Python 3.7.9 (2020.12월 기준 keras의 python stable 버전입니다)
  • Keras
  • LSTM

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Bachelor Paper. Subject is to predict rock grade with LSTM. The sources are PLHBM image data.

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