Michael Backenköhler

PhD thesis, 2022

Variance Reduction in Stochastic Reaction Networks Using Control Variates.

[BibT_eX]

[DOI]

Proceedings of the Principles of Systems Design, 2022

2021

GINA: Neural Relational Inference From Independent Snapshots.

[BibT_eX]

[DOI]

CoRR, 2021

Analysis of Markov Jump Processes under Terminal Constraints.

[BibT_eX]

[DOI]

Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2021

Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models.

[BibT_eX]

[DOI]

Proceedings of the Quantitative Evaluation of Systems - 18th International Conference, 2021

Epidemic overdispersion strengthens the effectiveness of mobility restrictions.

[BibT_eX]

[DOI]

Gerrit Großmann

Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

2020

Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study.

[BibT_eX]

[DOI]

Gerrit Großmann

Proceedings of the Quantitative Evaluation of Systems - 17th International Conference, 2020

Bounding Mean First Passage Times in Population Continuous-Time Markov Chains.

[BibT_eX]

[DOI]

Proceedings of the Quantitative Evaluation of Systems - 17th International Conference, 2020

Learning Vaccine Allocation from Simulations.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

Bounding First Passage Times in Chemical Reaction Networks - Poster Abstract.

[BibT_eX]

[DOI]

Proceedings of the Computational Methods in Systems Biology, 2019

Control Variates for Stochastic Simulation of Chemical Reaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Computational Methods in Systems Biology, 2019

2018

Moment-Based Parameter Estimation for Stochastic Reaction Networks in Equilibrium.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Data-Driven Approach Towards a Personalized Curriculum.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Educational Data Mining, 2018

2017

Student Performance Prediction and Optimal Course Selection: An MDP Approach.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2017

2016

Generalized Method of Moments for Stochastic Reaction Networks in Equilibrium.

[BibT_eX]

[DOI]