Robustness and Validation of Model and Digital Twins Deployment
作者
USDOE Assistant Secretary for Human Resources and Administration,David John Stracuzzi,Sandia National Laboratories (SNL-CA), Livermore, CA (United States),Sandia National Labs., Albuquerque, NM (United States),Jenifer Shafer,Svitana Volkova,Jaideep Ray,Laura Pullum,Matthew Barone,Sharlotte Kramer,Dan Ratner,Maria Glenski,Andy Huang
For digital twins (DTs) to become a central fixture in mission critical systems, a better understanding is required of potential modes of failure, quantification of uncertainty, and the ability to explain a model’s behavior. These aspects are particularly important as the performance of a digital twin will evolve during model development and deployment for real-world operations.