Data-Driven Approach towards a Personalized Curriculum. M Backenköhler, F Scherzinger, A Singla, V Wolf International Educational Data Mining Society, 2018 | 18 | 2018 |
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 | 11 | 2020 |
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 | 10 | 2017 |
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 | 9 | 2016 |
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 | 7 | 2017 |
Heterogeneity matters: Contact structure and individual variation shape epidemic dynamics G Großmann, M Backenköhler, V Wolf Plos one 16 (7), e0250050, 2021 | 5 | 2021 |
Why ODE models for COVID-19 fail: Heterogeneity shapes epidemic dynamics G Großmann, M Backenköhler, V Wolf medRxiv, 2021 | 5 | 2021 |
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 | 5 | 2019 |
Epidemic overdispersion strengthens the effectiveness of mobility restrictions G Großmann, M Backenköhler, V Wolf Proceedings of the 24th International Conference on Hybrid Systems …, 2021 | 2 | 2021 |
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 | 2 | 2020 |
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 | 1 | 2021 |
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 | 1 | 2021 |
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 | 1 | 2019 |
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 | | |