3 papers
math.DS2026
Partial Observation of Linear Systems with the Mori-Zwanzig Formalism
Fan Wang, Peter Benner, Jan Heiland
The Mori-Zwanzig formalism provides a systematic framework for deriving reduced-order model of dynamical systems when only part of the state is observed, but its practical use is o…
math.DS2025
Extension of generalized KYP lemma: from LTI systems to LPV systems
Jingjing Zhang, Jan Heiland, Peter Benner +1
The generalized Kalman-Yakubovich-Popov (gKYP) lemma, established by Iwasaki and Hara (2005 IEEE TAC), has served as a fundamental tool for finite-frequency analysis and synthesis…
cs.DC2024
MaRDIFlow: A CSE workflow framework for abstracting meta-data from FAIR computational experiments
Pavan L. Veluvali, Jan Heiland, Peter Benner
Numerical algorithms and computational tools are instrumental in navigating and addressing complex simulation and data processing tasks. The exponential growth of metadata and para…