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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  
A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements Journal article
Wang-Ji Yan, Dimitrios Chronopoulos, Sergio Cantero-Chinchilla, Ka-Veng Yuen, Costas Papadimitriou. A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements[J]. Mechanical Systems and Signal Processing, 2020, 143, 106802.
Authors:  Wang-Ji Yan;  Dimitrios Chronopoulos;  Sergio Cantero-Chinchilla;  Ka-Veng Yuen;  Costas Papadimitriou
Favorite | TC[WOS]:25 TC[Scopus]:26  IF:7.9/8.0 | Submit date：2021/03/09
Ultrasonic Guided Waves  Wave And Finite Element  Bayesian Analysis  Composite Structure  Uncertainty Quantification  Metamodeling