2020
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| Stefanie Winkelmann, Jan-Hendrik Niemann, Sarah Wolf, Christof Schütte |
Agent-based modeling: Population limits, metastability and large deviations
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Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020 (under review) |
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2019
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| Luzie Helfmann, Natasa Djurdjevac Conrad, Ana Djurdjevac, Stefanie Winkelmann, Christof Schütte |
From interacting agents to density-based modeling with stochastic PDEs
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2019 (under review, preprint available as ZIB-Report 19-21) |
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Stefanie Winkelmann,
Christof Schütte
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Stochastic Dynamics in Computational Biology
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2019 (under review) |
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2018
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| Natasa Djurdjevac Conrad, Luzie Helfmann, Johannes Zonker, Stefanie Winkelmann, Christof Schütte |
Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach
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EPJ Data Science, 7(1), 2018 |
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2017
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| Stefanie Winkelmann, Christof Schütte |
Hybrid models for chemical reaction networks: Multiscale theory and application to gene regulatory systems
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The Journal of Chemical Physics, 147(11), pp. 114115-1-114115-18, 2017 (preprint available as ZIB-Report 17-29) |
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Stefanie Winkelmann
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Markov Control with Rare State Observation: Average Optimality
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Markov Processes and Related Fields, Vol.23, pp. 1-34, 2017 (preprint available as ZIB-Report 16-59) |
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2016
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| Stefanie Winkelmann, Christof Schütte |
The Spatiotemporal Master Equation: Approximation of Reaction-Diffusion Dynamics via Markov State Modeling
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Journal of Chemical Physics, 145(21), 2016 (preprint available as ZIB-Report 16-60) |
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2015
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| Sulav Duwal, Stefanie Winkelmann, Christof Schütte, Max von Kleist |
Optimal Treatment Strategies in the Context of 'Treatment for Prevention' against HIV/1 in Resource-Poor Settings
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PloS Computational Biology, 11(4), 2015 |
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2014
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| Stefanie Winkelmann, Christof Schütte, Max von Kleist |
Markov Control Processes with Rare State Observation: Theory and Application to Treatment Scheduling in HIV-1
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Communications in Mathematical Sciences, 12(5), pp. 859-877, 2014 (preprint available as ZIB-Report 13-34) |
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2013
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| Stefanie Winkelmann, Christof Schütte, Max von Kleist |
Markov Control Processes with Rare State Observation: Sensitivity Analysis with Respect to Optimal Treatment Strategies against HIV-1
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International Journal of Biomathematics and Biostatistics, 2(1), 2013 |
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Stefanie Winkelmann
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Markov Decision Processes with Information Costs
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Doctoral thesis, Freie Universität Berlin, Christof Schütte (Advisor), 2013 |
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2012
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| Christof Schütte, Stefanie Winkelmann, Carsten Hartmann |
Optimal control of molecular dynamics using Markov state models
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Math. Program. (Series B), 134(1), pp. 259-282, 2012 |
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