Poisson channel with binary Markov input and average sojourn time constraint. - Mark Sinzger; Maximilian Gehri; Heinz Koeppl (ISIT, 2020)

Discrete-Time Mean Field Control with Environment States. - Kai Cui 001; Anam Tahir; Mark Sinzger; Heinz Koeppl (CDC, 2021)

ACID: A Low Dimensional Characterization of Markov-Modulated and Self-Exciting Counting Processes. - Mark Sinzger-D'Angelo; Heinz Koeppl (CoRR, 2022)

Counting Processes With Piecewise-Deterministic Markov Conditional Intensity: Asymptotic Analysis, Implementation, and Information-Theoretic Use. - Mark Sinzger-D'Angelo; Heinz Koeppl (IEEE Trans. Inf. Theory, 2023)

Hawkes Process Modelling for Chemical Reaction Networks in a Random Environment. - Mark Sinzger-D'Angelo; Jan Hasenauer; Heinz Koeppl (SIAM J. Appl. Dyn. Syst., 2024)