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Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel Journal article
Mo, Jiang, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel[J]. Computer Methods in Applied Mechanics and Engineering, 2025, 433, 117490.
Authors:  Mo, Jiang;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.9/6.7 | Submit date：2025/01/22
Model Updating  Non-probabilistic Uncertainty  Correlation Propagation  Neural Network  Derivative-aware Metamodel  Block Coordinate Descent  
Bayesian synergistic metamodeling (BSM) for physical information infused data-driven metamodeling Journal article
Kuok, Sin Chi, Yuen, Ka Veng. Bayesian synergistic metamodeling (BSM) for physical information infused data-driven metamodeling[J]. Computer Methods in Applied Mechanics and Engineering, 2023, 419, 116680.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:6.9/6.7 | Submit date：2024/02/22
Bayesian Inference  Data-driven Modeling  Model Class Selection  Physical-inspired Modeling  Synergistic Metamodeling  Uncertainty Quantification  
Outlier detection and robust regression for correlated data Journal article
Ka-Veng Yuen, Gilberto A. Ortiz. Outlier detection and robust regression for correlated data[J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2016, 313, 632-646.
Authors:  Ka-Veng Yuen;  Gilberto A. Ortiz
Favorite | TC[WOS]:47 TC[Scopus]:57  IF:6.9/6.7 | Submit date：2018/10/30
Bayesian Inference  Correlated Noise  Maximum Likelihood  Model Updating  Outlier Detection  
Novel nonparametric modeling of seismic attenuation and directivity relationship Journal article
Ka-Veng Yuen, Gilberto A. Ortiz, Ke Huang. Novel nonparametric modeling of seismic attenuation and directivity relationship[J]. Computer Methods in Applied Mechanics and Engineering, 2016, 311, 537-555.
Authors:  Ka-Veng Yuen;  Gilberto A. Ortiz;  Ke Huang
Favorite | TC[WOS]:23 TC[Scopus]:25  IF:6.9/6.7 | Submit date：2019/02/12
Bayesian Inference  General Regression  Model Selection  Nonparametric Regression  Peak Ground Acceleration  Seismic Attenuation