6 citations · 6 across the 2 of their papers we have counts for
3 papers
eess.SY2021
Numerical Gaussian process Kalman filtering for spatiotemporal systems
Armin Küper, Steffen Waldherr
We present a novel Kalman filter for spatiotemporal systems called the numerical Gaussian process Kalman filter (GPKF). Numerical Gaussian processes have recently been introduced a…
stat.ML2019
Numerical Gaussian process Kalman filtering
Armin Küper, Steffen Waldherr
In this manuscript we introduce numerical Gaussian process Kalman filtering (GPKF). Numerical Gaussian processes have recently been developed to simulate spatiotemporal models. The…
eess.SY2018★ 6 cited
Dynamic Density Estimation in Heterogeneous Cell Populations
Armin Küper, Robert Dürr, Steffen Waldherr
Multicellular systems play a key role in bioprocess and biomedical engineering. Cell ensembles encountered in these setups show phenotypic variability like size and biochemical com…