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pro vyhledávání: '"Küper, Armin"'
Autor:
Küper, Armin, Waldherr, Steffen
We present a novel Kalman filter for spatiotemporal systems called the numerical Gaussian process Kalman filter (GPKF). Numerical Gaussian processes have recently been introduced as a physics informed machine learning method for simulating time-depen
Externí odkaz:
http://arxiv.org/abs/2105.02079
Autor:
Küper, Armin, Waldherr, Steffen
In this manuscript we introduce numerical Gaussian process Kalman filtering (GPKF). Numerical Gaussian processes have recently been developed to simulate spatiotemporal models. The contribution of this paper is to embed numerical Gaussian processes i
Externí odkaz:
http://arxiv.org/abs/1912.01234
Multicellular systems play a key role in bioprocess and biomedical engineering. Cell ensembles encountered in these setups show phenotypic variability like size and biochemical composition. As this variability may result in undesired effects in biore
Externí odkaz:
http://arxiv.org/abs/1807.05064
Publikováno v:
In IFAC PapersOnLine 2021 54(9):507-513
Autor:
Küper, Armin, Waldherr, Steffen
Publikováno v:
In IFAC PapersOnLine 2020 53(2):11416-11421
Akademický článek
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