4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering

QUANTIFYING THE EPISTEMIC UNCERTAINTY LINKED TO THE DEVELOPMENT PROCESS OF AN EARLY-STAGE COMPONENT FOR CRASHWORTHINESS

Pub Date : 2023-01-01 DOI: 10.7712/120223.10350.19704 Paolo Ascia, Matthias G. R. Faes, Fabian Duddeck

UNCERTAINTIES IN THE SYNTHETIC DATA GENERATION FOR THE CREATION OF BRIDGE DIGITAL TWINS

Pub Date : 2023-01-01 DOI: 10.7712/120223.10323.20020 Alejandro Jiménez Rios, Vagelis Plevris, Maria Nogal

SPECTRAL DENSITY ESTIMATION OF STOCHASTIC PROCESSES UNDER MISSING DATA AND UNCERTAINTY QUANTIFICATION WITH BAYESIAN DEEP LEARNING

Pub Date : 2023-01-01 DOI: 10.7712/120223.10371.19949 Yu Chen, Edoardo Patelli, Benjamin Edwards, Michael Beer