3 papers
q-bio.PE2025
Memory Effects in Disease Modelling Through Kernel Estimates with Oscillatory Time History
Adam Mielke, Mads Peter Sørensen, John Wyller
We design a linear chain trick algorithm for dynamical systems for which we have oscillatory time histories in the distributed time delay. We make use of this algorithmic framework…
math.DS2025
Distributed Delay Systems with Oscillations in the Time Histories
Adam Mielke, Mads Peter Sørensen, John Wyller
We design a Linear Chain Trick (LCT)-algorithm for dynamical systems with distributed time delay where the time histories contain temporal oscillations. The methodology is illustra…
cs.LG2025
Physics-Informed Regression: Parameter Estimation in Parameter-Linear Nonlinear Dynamic Models
Jonas Søeborg Nielsen, Marcus Galea Jacobsen, Albert Brincker Olson +2
We present a new efficient hybrid parameter estimation method based on the idea, that if nonlinear dynamic models are stated in terms of a system of equations that is linear in ter…