Martin Kühn

7PUBLICATIONS
33CO-AUTHORS
Formal methods for softwareEpidemiological modellingDeep learningNeural networksMolecular, biological, and multi-scale communications
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Publications (7)

|Aug 27, 2026
MEmilio: a high performance Modular EpideMIcs simuLatIOn software for multi-scale and comparative simulations of infectious disease dynamics.

|Jul 13, 2026
Assessment of simulation-based inference methods for stochastic compartmental models in epidemiological research.

|Jul 06, 2026
Differentially private federated learning for localized control of infectious disease dynamics.

|Feb 13, 2026
Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response.

Agatha Schmidt, Henrik Zunker, Alexander Heinlein

|May 27, 2025
Integrating Human Mobility Models with Epidemic Modeling: A Framework for Generating Synthetic Temporal Contact Networks.

|Dec 16, 2024
Novel travel time aware metapopulation models and multi-layer waning immunity for late-phase epidemic and endemic scenarios.

Henrik Zunker, René Schmieding, David Kerkmann

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Frequent Collaborators

4 joint publications

Henrik Zunker

2 joint publications

Sebastian C Binder

2 joint publications

Margrit Klitz

2 joint publications

Jan Hasenauer