25 citations · 39 across the 4 of their papers we have counts for
4 papers
Optimal sequential decision making with probabilistic digital twins
Christian Agrell, Kristina Rognlien Dahl, Andreas Hafver
Digital twins are emerging in many industries, typically consisting of simulation models and data associated with a specific physical system. One of the main reasons for developing…
Environmental contours as Voronoi cells
Andreas Hafver, Christian Agrell, Erik Vanem
Environmental contours are widely used as basis for design of structures exposed to environmental loads. The basic idea of the method is to decouple the environmental description f…
Sequential Bayesian optimal experimental design for structural reliability analysis
Christian Agrell, Kristina Rognlien Dahl
Structural reliability analysis is concerned with estimation of the probability of a critical event taking place, described by for some -dimensional ra…
Gaussian processes with linear operator inequality constraints
Christian Agrell
This paper presents an approach for constrained Gaussian Process (GP) regression where we assume that a set of linear transformations of the process are bounded. It is motivated by…