Search Results for author: Steffen Waldherr

Found 4 papers, 1 papers with code

Modeling Cell Size Distribution with Heterogeneous Flux Balance Analysis

1 code implementation13 Apr 2023 Michiel Busschaert, Florence H. Vermeire, Steffen Waldherr

Hereto, a mathematical description of the concept of balanced growth in terms of cell mass distribution is presented.

Cultural Vocal Bursts Intensity Prediction

COVRECON: Combining Genome-scale Metabolic Network Reconstruction and Data-driven Inverse Modeling to Reveal Changes in Metabolic Interaction Networks

no code implementations21 Mar 2023 Jiahang Li, Steffen Waldherr, Wolfram Weckwerth

Previously, we have derived a mathematical method addressing this problem using metabolomics data for the inverse calculation of a biochemical Jacobian network.

regression

Numerical Gaussian process Kalman filtering for spatiotemporal systems

no code implementations5 May 2021 Armin Küper, Steffen Waldherr

These properties enable us to embed the numerical GP state space model into the recursive Kalman filter algorithm.

BIG-bench Machine Learning Gaussian Processes +1

Numerical Gaussian process Kalman filtering

no code implementations3 Dec 2019 Armin Küper, Steffen Waldherr

Convenient properties of the numerical GPKF are that no spatial discretization of the model is necessary, and manual setting up of the Kalman filter, that is fine-tuning the process and measurement noise levels by hand is not required, as they are learned online from the data stream.

Gaussian Processes

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