MK
Martin J. Kühn
COVID-19q-bio.PESARS-CoV-2Agent-based modelingcs.MSInfectious diseasesphysics.soc-phagent-based modelingCommunicable Disease ControlCommunicable Diseases
On Valency
published · living versionsW_r6hauw2g·v1 · currentpublished
Manual binding and semi-automated interface generation for efficient simulation backends with user-friendly frontends: A~demonstration for epidemic use cases
with Maximilian Betz, Daniel-Michel Richter, Daniel Abele, René Schmieding +1
1 version
Preprints & journals
20 papers in the corpus · 2021–2026MEmilio: a high performance Modular EpideMIcs simuLatIOn software for multi-scale and comparative simulations of infectious disease dynamics.42660986 · Bicker, Julia, Gerstein, Carlotta, Kerkmann, David et al.2026 · 0 citationsScientific reports. 2026;16(1)
Coupled epidemiological and wastewater modeling at the urban scale: A case study for Munich.42541266 · Bicker, Julia, Tomza, Natalie, Wallrafen-Sam, Karina et al.2026 · 3 citationsiScience. 2026;29(8):116891
Differentially private federated learning for localized control of infectious disease dynamics.42409927 · Kerkouche, Raouf, Zunker, Henrik, Fritz, Mario et al.2026 · 0 citationsScientific reports. 2026;16(1)
A full software stack for epidemic disease management: Unlocking the joint potential of software technology and supercomputing2608.09933v1 · Jonas Gilg, Johann Fredrik Jadebeck, Mariama Jaiteh et al.2026 · 0 citationsarXiv
Efficient numerical computation of traveler states in explicit mobility-based metapopulation models: Mathematical theory and application to epidemics2603.11275v1 · Henrik Zunker, Ren'e Schmieding, Jan Hasenauer et al.2026 · 0 citationsarXiv
Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response.41688640 · Schmidt, Agatha, Zunker, Henrik, Heinlein, Alexander et al.2026 · 1 citationScientific reports. 2026;16(1):6361
On the Effect of Missing Transmission Chain Information in Agent-Based Models: Outcomes of Superspreading Events and Workplace Transmission2512.06189v2 · Sascha Korf, Sophia Johanna Wagner, Gerta Koster et al.2025 · 0 citationsarXiv
Memory- and compute-optimized geometric multigrid GMGPolar for curvilinear coordinate representations -- Applications to fusion plasma2507.03812v2 · Julian Litz, Philippe Leleux, Carola Kruse et al.2025 · 1 citationarXiv
Integrative modeling of the spread of serious infectious diseases and corresponding wastewater dynamics.40479902 · Schmid, Nina, Bicker, Julia, Hofmann, Andreas F et al.2025 · 8 citationsEpidemics. 2025;51:100836
Agent-based modeling for realistic reproduction of human mobility and contact behavior to evaluate test and isolation strategies in epidemic infectious disease spread.40446545 · Kerkmann, David, Korf, Sascha, Nguyen, Khoa et al.2025 · 17 citationsComputers in biology and medicine. 2025;193:110269
Integrating Human Mobility Models with Epidemic Modeling: A Framework for Generating Synthetic Temporal Contact Networks.40422462 · Diallo, Diaoulé, Schoenfeld, Jurij, Schmieding, René et al.2026 · 5 citationsEntropy (Basel, Switzerland). 2025;27(5)
Risk-mediated dynamic regulation of effective contacts de-synchronizes outbreaks in metapopulation epidemic models2502.14428v1 · Henrik Zunker, Philipp Donges, Patrick Lenz et al.2025 · 4 citationsarXiv
Hybrid metapopulation agent-based epidemiological models for efficient insight on the individual scale: A contribution to green computing.39944375 · Bicker, Julia, Schmieding, René, Meyer-Hermann, Michael et al.2026 · 7 citationsInfectious Disease Modelling. 2025;10(2):571-590
Novel travel time aware metapopulation models and multi-layer waning immunity for late-phase epidemic and endemic scenarios.39680613 · Zunker, Henrik, Schmieding, René, Kerkmann, David et al.2025 · 12 citationsPLoS computational biology. 2024;20(12):e1012630
Revisiting the Linear Chain Trick in epidemiological models: Implications of underlying assumptions for numerical solutions2412.09140v2 · Lena Plotzke, Anna Wendler, Ren'e Schmieding et al.2024 · 4 citationsarXiv
A nonstandard numerical scheme for a novel SECIR integro-differential equation-based model allowing nonexponentially distributed stay times2408.12228v2 · Anna Wendler, Lena Plotzke, Hannah Tritzschak et al.2024 · 1 citationarXiv
ESID: Exploring the Design and Development of a Visual Analytics Tool for Epidemiological Emergencies2304.04635v3 · Pawandeep Kaur Betz, Julien Stoll, Valerie Grappendorf et al.2023 · 4 citationsarXiv
Appropriate relaxation of non-pharmaceutical interventions minimizes the risk of a resurgence in SARS-CoV-2 infections in spite of the Delta variant.35576211 · Koslow, Wadim, Kühn, Martin J, Binder, Sebastian et al.2022 · 22 citationsPLoS computational biology. 2022;18(5):e1010054
Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany.35379190 · Kühn, Martin J, Abele, Daniel, Binder, Sebastian et al.2022 · 21 citationsBMC infectious diseases. 2022;22(1):333
Assessment of effective mitigation and prediction of the spread of SARS-CoV-2 in Germany using demographic information and spatial resolution.34216635 · Kühn, Martin J, Abele, Daniel, Mitra, Tanmay et al.2021 · 40 citationsMathematical biosciences. 2021;339:108648
Career total: 85 works. 20 are in this corpus.
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