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On Integrating Prior Knowledge into Gaussian Processes for Prognostic Health Monitoring
We show that well-chosen mean and covariance functions, like those based on previous data, significantly increase look-ahead time and accuracy.
On the Potential of Extending Aircraft Service Time Using a Fatigue Damage Index
Aircraft structures experience various kinds of loads over their entire lifetime, typically leading to fatigue and ultimately structural failure.
Predicting Crack Growth and Fatigue Life with Surrogate Models
For a coupon test, we predict the time to failure and the crack growth with confidence intervals.
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