Enhanced Multimodal Nonparametric Probabilistic Method for Model-Form Uncertainty Quantification and Digital Twinning

What is it about?

The nonparametric probabilistic modeling method (NPM) uses sensor data collected by a physical system to update the computational model representing this system and quantify the associated uncertainty . The method enables a live-window into the physical system at all times. It seeks to create a digital twin of the system of interest that can assist in real-time operations, such as predictive maintenance.  

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