Michael Backenköhler

According to our database, Michael Backenköhler authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Guided Docking as a Data Generation Approach Facilitates Structure-Based Machine Learning on Kinases.

Michael Backenköhler, Joschka Groß, Verena Wolf, Andrea Volkamer

J. Chem. Inf. Model., 2024

2023

Unsupervised relational inference using masked reconstruction.

Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf

Appl. Netw. Sci., December, 2023

2022

Analysis of Markovian Population Models.

Michael Backenköhler

PhD thesis, 2022

Variance Reduction in Stochastic Reaction Networks Using Control Variates.

Michael Backenköhler, Luca Bortolussi, Verena Wolf

Proceedings of the Principles of Systems Design, 2022

2021

GINA: Neural Relational Inference From Independent Snapshots.

Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf

CoRR, 2021

Analysis of Markov Jump Processes under Terminal Constraints.

Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf

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

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

Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf

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

Epidemic overdispersion strengthens the effectiveness of mobility restrictions.

Gerrit Großmann, Michael Backenköhler, Verena Wolf

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.

Gerrit Großmann, Michael Backenköhler, Verena Wolf

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

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

Michael Backenköhler, Luca Bortolussi, Verena Wolf

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

Learning Vaccine Allocation from Simulations.

Gerrit Großmann, Michael Backenköhler, Jonas Klesen, Verena Wolf

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

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

Michael Backenköhler, Luca Bortolussi, Verena Wolf

Proceedings of the Computational Methods in Systems Biology, 2019

Control Variates for Stochastic Simulation of Chemical Reaction Networks.

Michael Backenköhler, Luca Bortolussi, Verena Wolf

Proceedings of the Computational Methods in Systems Biology, 2019

2018

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

Michael Backenköhler, Luca Bortolussi, Verena Wolf

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

Data-Driven Approach Towards a Personalized Curriculum.

Michael Backenköhler, Felix Scherzinger, Adish Singla, Verena Wolf

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

2017

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

Michael Backenköhler, Verena Wolf

Proceedings of the Software Engineering and Formal Methods, 2017

2016

Generalized Method of Moments for Stochastic Reaction Networks in Equilibrium.

Michael Backenköhler, Luca Bortolussi, Verena Wolf

Proceedings of the Computational Methods in Systems Biology, 2016