中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
武汉岩土力学研究所 [4]
采集方式
OAI收割 [4]
内容类型
期刊论文 [4]
发表日期
2023 [2]
2022 [2]
学科主题
Engineerin... [2]
Oceanograp... [2]
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GBDT-based multivariate structural stress data analysis for predicting the sinking speed of an open caisson foundation
期刊论文
OAI收割
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2023, 页码: 13
作者:
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/06/27
Open caisson foundation
sinking speed prediction
GBDT
machine learning
Changtai Yangtze River Bridge Project
An information-entropy-inspired optimal layout method for structural stress sensors of supersized open caissons
期刊论文
OAI收割
OCEAN ENGINEERING, 2023, 卷号: 286, 页码: 17
作者:
Dong, Xuechao
;
Guo, Mingwei
;
Wang, Shuilin
;
Li, Chunguang
;
Yang, Yongtao
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/06/27
Open caisson
Optimal sensor layout
Information entropy
Sinking state prediction
Machine learning
Changtai Yangtze River Bridge Project
Advanced prediction of the sinking speed of open caissons based on the spatial-temporal characteristics of multivariate structural stress data
期刊论文
OAI收割
APPLIED OCEAN RESEARCH, 2022, 卷号: 127
作者:
Dong, Xuechao
;
Guo, Mingwei
;
Wang, Shuilin
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/08/02
Open caisson
Sinking speed prediction
Deep learning
Changtai Yangtze river bridge project
3D-CNN
Active control method for the sinking of open caissons: A data-driven approach based on CNN and time series prediction
期刊论文
OAI收割
OCEAN ENGINEERING, 2022, 卷号: 257
作者:
Dong, Xuechao
;
Guo, Mingwei
;
Wang, Shuilin
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/08/02
Open caisson
Active control method
Data-driven strategy
CNN
Time series prediction
Changtai Yangtze River Bridge Project