A Monte Carlo ensemble over DMD hyperparameters, called Bayesian Hankel-DMD, improves short-term ship motion forecasts and outputs uncertainty that tracks prediction error.
Towards a digital twin approach for vessel-specific fatigue damage monitoring and prognosis
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.AP 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Bayesian dynamic mode decomposition for real-time ship motion digital twinning
A Monte Carlo ensemble over DMD hyperparameters, called Bayesian Hankel-DMD, improves short-term ship motion forecasts and outputs uncertainty that tracks prediction error.