Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation

Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation

Abstract Calibration or parameter identification is used with computational mechanics models related to observed data of the modeled process to find model parameters such that good similarity between model prediction and observation is achieved. We present a Bayesian calibration approach for surface...

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Bibliographic Details
Main Authors: Harald Willmann, Jonas Nitzler, Sebastian Brandstäter, Wolfgang A. Wall
Format: Article
Language:English
Published: SpringerOpen 2022-12-01
Series:Advanced Modeling and Simulation in Engineering Sciences
Subjects:
Bayesian calibration
Inverse analysis
Coupled problems
Fluid–structure interaction
Interface shape
Biofilm
Online Access:https://doi.org/10.1186/s40323-022-00237-5

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