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Wenkun Yang

河海大学

H指数:10

被引数:502

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EKTFD: Precise-guided empirical knowledge and time-frequency domain data joint-driven machine learning method for rock mass intelligent perception

EKTFD：精导经验知识与时频域数据联合驱动的岩体智能感知机器学习方法

Tunnelling and Underground Space Technology

IF7.4

2025-11-250

PRE

Physical feature shared online transfer learning framework for cross-engineering rock mass quality perception during TBM excavation

基于在线共享物理特征的跨工程岩体质量感知的TBM掘进迁移学习框架

Tunnelling and Underground Space Technology

IF7.4

2025-09-250

PRE

Improved Boreability Index for Gripper TBMs in Medium- to Strong-Quality Rocks Based on Theoretical Analysis and Field Penetration Tests

ROCK MECHANICS AND ROCK ENGINEERING

IF6.6

2025-01-310

PRE

Probabilistic model of disc-cutter wear in TBM construction: A case study of Chaoer to Xiliao water conveyance tunnel in China

TBM施工中盘刀磨损的概率模型 -- 以中国Chaoer至Xiliao输水隧洞为例

SCIENCE CHINA-TECHNOLOGICAL SCIENCES

IF4.9

2023-10-246

PRE

Feedback on a shared big dataset for intelligent TBM Part II: Application and forward look

UNDERGROUND SPACE

IF8.3

2023-08-0131

OAAI

Feedback on a shared big dataset for intelligent TBM Part I: Feature extraction and machine learning methods

UNDERGROUND SPACE

IF8.3

2023-08-0148

OAAI

Probabilistic machine learning approach to predict incompetent rock masses in TBM construction

ACTA GEOTECHNICA

IF5.7

2023-03-298

PRE

Significance and methodology: Preprocessing the big data for machine learning on TBM performance

UNDERGROUND SPACE

IF8.3

2022-08-0149

OAAI

Excavation rate predicting while tunnelling for double shield TBMs in moderate strength poor to good quality rocks

INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

IF7.5

2022-01-0115

PRE