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UNCECOMP Proceedings
EVALUATION OF MODEL BIAS IDENTIFICATION APPROACHES BASED ON BAYESIAN INFERENCE AND APPLICATIONS TO DIGITAL TWINS
2023
In recent years, the use of simulation-based digital twins for monitoring and assessment of complex mechanical systems has greatly expanded.Their potential to increase the information obtained from limited data makes them an invaluable tool for a broad range …
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Computer Science

Study of computation

Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software).

Algorithms and data structures are central to computer science. The theory of computation concerns abstract models of computation and general classes of problems that can be solved using them. The fields of cryptography and computer security involve studying the means for secure communication and preventing security vulnerabilities. Computer graphics and computational geometry address the generation of images.

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UNCECOMP Proceedings
EVALUATION OF MODEL BIAS IDENTIFICATION APPROACHES BASED ON BAYESIAN INFERENCE AND APPLICATIONS TO DIGITAL TWINS
2023
In recent years, the use of simulation-based digital twins for monitoring and assessment of complex mechanical systems has greatly expanded.Their potential to increase the information obtained from limited data makes them an invaluable tool for a broad range of real-world applications.Nonetheless, there usually exists a discrepancy between the predicted response and the measurements of the system once built.One of the main contributors to this difference in addition to miscalibrated model parameters is the model e…
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