1 citations · 1 across the 4 of their papers we have counts for
5 papers
Constructing Exact Confidence Regions on Parameter Manifolds of Non-Linear Models
Rafael Arutjunjan, Bjoern Malte Schaefer, Clemens Kreutz
Using the mathematical framework of information geometry, we introduce a novel method which allows one to efficiently determine the exact shape of simultaneous confidence regions f…
Rcall: Calling R from Matlab
Janine Egert, Clemens Kreutz
Summary: R and Matlab are two high-level scientific programming languages which are frequently applied in computational biology. To extend the wide variety of available and approve…
Using Differentiable Programming for Flexible Statistical Modeling
Maren Hackenberg, Marlon Grodd, Clemens Kreutz +5
Differentiable programming has recently received much interest as a paradigm that facilitates taking gradients of computer programs. While the corresponding flexible gradient-based…
Guidelines for benchmarking of optimization approaches for fitting mathematical models
Clemens Kreutz
Insufficient performance of optimization approaches for fitting of mathematical models is still a major bottleneck in systems biology. In this manuscript, the reasons and methodolo…
An easy and efficient approach for testing identifiability of parameters
Clemens Kreutz
The feasibility of uniquely estimating parameters of dynamical systems from observations is a widely discussed aspect of mathematical modelling. Several approaches have been publis…