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Michael Backenköhler
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Data-Driven Approach towards a Personalized Curriculum.
M Backenköhler, F Scherzinger, A Singla, V Wolf
International Educational Data Mining Society, 2018
192018
Importance of interaction structure and stochasticity for epidemic spreading: A COVID-19 case study
G Großmann, M Backenköhler, V Wolf
International Conference on Quantitative Evaluation of Systems, 211-229, 2020
112020
Moment-based parameter estimation for stochastic reaction networks in equilibrium
M Backenköhler, L Bortolussi, V Wolf
IEEE/ACM transactions on computational biology and bioinformatics 15 (4 …, 2017
102017
Generalized method of moments for stochastic reaction networks in equilibrium
M Backenköhler, L Bortolussi, V Wolf
International Conference on Computational Methods in Systems Biology, 15-29, 2016
92016
Student performance prediction and optimal course selection: An MDP approach
M Backenköhler, V Wolf
International conference on software engineering and formal methods, 40-47, 2017
72017
Heterogeneity matters: Contact structure and individual variation shape epidemic dynamics
G Großmann, M Backenköhler, V Wolf
Plos one 16 (7), e0250050, 2021
52021
Why ODE models for COVID-19 fail: Heterogeneity shapes epidemic dynamics
G Großmann, M Backenköhler, V Wolf
medRxiv, 2021
52021
Control variates for stochastic simulation of chemical reaction networks
M Backenköhler, L Bortolussi, V Wolf
International Conference on Computational Methods in Systems Biology, 42-59, 2019
52019
Epidemic overdispersion strengthens the effectiveness of mobility restrictions
G Großmann, M Backenköhler, V Wolf
Proceedings of the 24th International Conference on Hybrid Systems …, 2021
22021
Bounding mean first passage times in population continuous-time Markov chains
M Backenköhler, L Bortolussi, V Wolf
International Conference on Quantitative Evaluation of Systems, 155-174, 2020
22020
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models
M Backenköhler, L Bortolussi, G Großmann, V Wolf
International Conference on Quantitative Evaluation of Systems, 351-371, 2021
12021
Analysis of Markov jump processes under terminal constraints
M Backenköhler, L Bortolussi, G Großmann, V Wolf
International Conference on Tools and Algorithms for the Construction and …, 2021
12021
Bounding First Passage Times in Chemical Reaction Networks
M Backenköhler, L Bortolussi, V Wolf
International Conference on Computational Methods in Systems Biology, 379-382, 2019
12019
Variance Reduction in Stochastic Reaction Networks using Control Variates
M Backenköhler, L Bortolussi, V Wolf
arXiv preprint arXiv:2110.09143, 2021
2021
GINA: Neural Relational Inference From Independent Snapshots
G Großmann, J Zimmerlin, M Backenköhler, V Wolf
arXiv preprint arXiv:2105.14329, 2021
2021
Learning Vaccine Allocation from Simulations
G Großmann, M Backenköhler, J Klesen, V Wolf
International Conference on Complex Networks and Their Applications, 432-443, 2020
2020
Poster: Birth-Death Processes Reproduce the Infection Footprint of Complex Networks
M Backenköhler, G Großmann
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Articles 1–17