no code implementations • 17 Jun 2022 • Simon Pfingstl, Markus Zimmermann
We show that well-chosen mean and covariance functions, like those based on previous data, significantly increase look-ahead time and accuracy.
no code implementations • 7 Aug 2020 • Simon Pfingstl, Dominik Steinweg, Markus Zimmermann, Mirko Hornung
Aircraft structures experience various kinds of loads over their entire lifetime, typically leading to fatigue and ultimately structural failure.
no code implementations • 5 Aug 2020 • Simon Pfingstl, Jose Ignacio Rios, Horst Baier, Markus Zimmermann
For a coupon test, we predict the time to failure and the crack growth with confidence intervals.