scholarly journals A probabilistic graphical model foundation for enabling predictive digital twins at scale

2021 ◽  
Author(s):  
Michael G. Kapteyn ◽  
Jacob V. R. Pretorius ◽  
Karen E. Willcox
Keyword(s):  
Graphical Model ◽  
Probabilistic Graphical Model ◽  
Digital Twins ◽  
Model Foundation

A Probabilistic-Graphical-Model Based Approach for Representing Lineages in Uncertain Data

2011 ◽  
Vol 34 (10) ◽  
pp. 1897-1906 ◽  
Author(s):  
Kun YUE ◽  
Wei-Yi LIU ◽  
Yun-Lei ZHU ◽  
Wei ZHANG
Keyword(s):  
Graphical Model ◽  
Uncertain Data ◽  
Probabilistic Graphical Model ◽  
Model Based

A Probabilistic Graphical Model-based Approach for Minimizing Energy Under Performance Constraints

2015 ◽  
Vol 43 (1) ◽  
pp. 267-281 ◽  
Author(s):  
Nikita Mishra ◽  
Huazhe Zhang ◽  
John D. Lafferty ◽  
Henry Hoffmann
Keyword(s):  
Graphical Model ◽  
Probabilistic Graphical Model ◽  
Performance Constraints ◽  
Model Based

A local multiscale probabilistic graphical model for data validation and reconstruction, and its application in industry

2018 ◽  
Vol 70 ◽  
pp. 1-15 ◽  
Author(s):  
Javier Herrera-Vega ◽  
Felipe Orihuela-Espina ◽  
Pablo H. Ibargüengoytia ◽  
Uriel A. García ◽  
Dan-El Vila Rosado ◽  
...  
Keyword(s):  
Graphical Model ◽  
Probabilistic Graphical Model ◽  
Data Validation
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