We consider the Koopman operator theory in the context of nonlinear infinite-dimensional systems, where the operator is defined over a space of bounded continuous functionals. The …
Extended Dynamic Mode Decomposition (EDMD) is a widely-used data-driven approach to learn an approximation of the Koopman operator. Consequently, it provides a powerful tool …
A Hunstig, S Peitz, H Rose, T Meier - arXiv preprint arXiv:2310.16578, 2023 - arxiv.org
The prediction of photon echoes is an important technique for gaining an understanding of optical quantum systems. However, this requires a large number of simulations with varying …
We introduce the concept evolutionary semigroups on path spaces, generalizing the notion of transition semigroups to possibly non-Markovian stochastic processes. We study the basic …
K Kruse - Complex Analysis and Operator Theory, 2024 - Springer
This paper is dedicated to weighted composition semigroups on spaces of continuous functions and their subspaces. We consider semigroups induced by semiflows and …
The theory of C0-semigroups is a classical tool to study linear autonomous evolution equations in Banach spaces. Yet, there are many evolution equations whose solution …
The Koopman linearization of semiflows has proven to be an effective instrument to study dynamical systems with the tools of linear functional analysis and operator theory …