3 citations · 5 across the 5 of their papers we have counts for
4 papers · 1 filter
Data assimilation via model reference adaptation for linear and nonlinear dynamical systems
Benedikt Kaltenbach, Christian Aarset, Tram Thi Ngoc Nguyen
We address data assimilation for linear and nonlinear dynamical systems via the so-called model reference adaptive system. Continuing our theoretical developments, we deliver the f…
FEM-based A-optimal sensor placement for heat source inversion from final time measurement
Christian Aarset, Tram Thi Ngoc Nguyen
Within the field of optimal experimental design, \emph{sensor placement} refers to the act of finding the optimal locations of data collecting sensors, with the aim to optimise rec…
A global optimum-informed greedy algorithm for A-optimal experimental design
Christian Aarset
Optimal experimental design (OED) concerns itself with identifying ideal methods of data collection, e.g.~via sensor placement. The \emph{greedy algorithm}, that is, placing one se…
Global optimality conditions for sensor placement, with extensions to binary low-rank A-optimal designs
Christian Aarset
The \emph{sensor placement problem} for stochastic linear inverse problems consists of determining the optimal manner in which sensors can be employed to collect data. Specifically…