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Intelligent model selection with updating parameters during staged excavation using optimization method Journal article
Yin-Fu Jin, Zhen-Yu Yin, Wan-Huan Zhou, Xianfeng Liu. Intelligent model selection with updating parameters during staged excavation using optimization method[J]. Acta Geotechnica, 2020, 15(9), 2473-2491.
Authors:  Yin-Fu Jin;  Zhen-Yu Yin;  Wan-Huan Zhou;  Xianfeng Liu
Favorite | TC[WOS]:29 TC[Scopus]:32  IF:5.6/6.0 | Submit date：2021/03/11
Clay  Constitutive Relation  Excavation  Finite Element Method  Optimization  Parameter Identification  
Bayesian model selection for sand with generalization ability evaluation Journal article
Yin‐Fu Jin, Zhen‐Yu Yin, Wan‐Huan Zhou, Jian‐Fu Shao. Bayesian model selection for sand with generalization ability evaluation[J]. International Journal for Numerical and Analytical Methods in Geomechanics, 2019, 43(14), 2305-2327.
Authors:  Yin‐Fu Jin;  Zhen‐Yu Yin;  Wan‐Huan Zhou;  Jian‐Fu Shao
Favorite | TC[WOS]:52 TC[Scopus]:54  IF:3.4/3.8 | Submit date：2021/03/11
Bayesian Theory  Constitutive Relation  Critical State  Generalization Ability  Sand  Transitional Markov Chain Monte Carlo  
Identifying parameters of advanced soil models using an enhanced transitional Markov chain Monte Carlo method Journal article
Yin-Fu Jin, Zhen-Yu Yin, Wan-Huan Zhou, Suksun Horpibulsuk. Identifying parameters of advanced soil models using an enhanced transitional Markov chain Monte Carlo method[J]. Acta Geotechnica, 2019, 14(6), 1925-1947.
Authors:  Yin-Fu Jin;  Zhen-Yu Yin;  Wan-Huan Zhou;  Suksun Horpibulsuk
Favorite | TC[WOS]:71 TC[Scopus]:77  IF:5.6/6.0 | Submit date：2021/03/11
Bayesian Parameter Identification  Constitutive Model  Clay  Pressuremeter  Sand  Transitional Markov Chain Monte Carlo  
Multi-objective optimization-based updating of predictions during excavation Journal article
Yin-Fu Jin, Zhen-Yu Yin, Wan-Huan Zhou, Hong-Wei Huang. Multi-objective optimization-based updating of predictions during excavation[J]. Engineering Applications of Artificial Intelligence, 2019, 78, 102-123.
Authors:  Yin-Fu Jin;  Zhen-Yu Yin;  Wan-Huan Zhou;  Hong-Wei Huang
Favorite | TC[WOS]:81 TC[Scopus]:89 | Submit date：2018/12/21
Multi-objective Optimization  Excavation  Constitutive Model  Finite Element Method  Automatic Updating  Clay  
A single-objective EPR based model for creep index of soft clays considering L2 regularization Journal article
Yin-Fu Jin, Zhen-Yu Yin, Wan-Huan Zhou, Jian-Hua Yin, Jian-Fu Shao. A single-objective EPR based model for creep index of soft clays considering L2 regularization[J]. Engineering Geology, 2019, 248, 242-255.
Authors:  Yin-Fu Jin;  Zhen-Yu Yin;  Wan-Huan Zhou;  Jian-Hua Yin;  Jian-Fu Shao
Favorite | TC[WOS]:56 TC[Scopus]:61 | Submit date：2018/12/21
Soft Clays  Atterberg Limits  Creep  Optimization  Evolutionary Polynomial Regression  Model Selection  
Identifying parameters of easily crushable sand and application to offshore pile driving Journal article
Yin-Fu Jin, Zhen-Yu Yin, Ze-Xiang Wu, Wan-Huan Zhou. Identifying parameters of easily crushable sand and application to offshore pile driving[J]. OCEAN ENGINEERING, 2018, 154, 416-429.
Authors:  Yin-Fu Jin;  Zhen-Yu Yin;  Ze-Xiang Wu;  Wan-Huan Zhou
Favorite | TC[WOS]:90 TC[Scopus]:94  IF:4.6/4.8 | Submit date：2018/10/30
Sand  Parameter Identification  Grain Breakage  Optimization  Genetic Algorithm  Pile Penetration