Michael Backenköhler

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Stochastic Simulation

Variance Reduction

Chemical Reaction

Top Venues

Publications

Michael Backenköhler, Joschka Groß, Verena Wolf, Andrea Volkamer
Guided Docking as a Data Generation Approach Facilitates Structure-Based Machine Learning on Kinases. J. Chem. Inf. Model. 64 (10) (2024)
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
Unsupervised relational inference using masked reconstruction. Appl. Netw. Sci. 8 (1) (2023)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Variance Reduction in Stochastic Reaction Networks Using Control Variates. Principles of Systems Design (2022)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Variance Reduction in Stochastic Reaction Networks using Control Variates. CoRR (2021)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models. CoRR (2021)
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
GINA: Neural Relational Inference From Independent Snapshots. CoRR (2021)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
Analysis of Markov Jump Processes under Terminal Constraints. TACAS (1) (2021)
Gerrit Großmann, Michael Backenköhler, Verena Wolf
Epidemic overdispersion strengthens the effectiveness of mobility restrictions. HSCC (2021)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models. QEST (2021)
Gerrit Großmann, Michael Backenköhler, Jonas Klesen, Verena Wolf
Learning Vaccine Allocation from Simulations. COMPLEX NETWORKS (1) (2020)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
Analysis of Markov Jump Processes under Terminal Constraints. CoRR (2020)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Bounding Mean First Passage Times in Population Continuous-Time Markov Chains. QEST (2020)
Gerrit Großmann, Michael Backenköhler, Verena Wolf
Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study. QEST (2020)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Bounding First Passage Times in Chemical Reaction Networks - Poster Abstract. CMSB (2019)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Bounding Mean First Passage Times in Population Continuous-Time Markov Chains. CoRR (2019)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Control Variates for Stochastic Simulation of Chemical Reaction Networks. CMSB (2019)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Moment-Based Parameter Estimation for Stochastic Reaction Networks in Equilibrium. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Michael Backenköhler, Felix Scherzinger, Adish Singla, Verena Wolf
Data-Driven Approach Towards a Personalized Curriculum. EDM (2018)
Michael Backenköhler, Verena Wolf
Student Performance Prediction and Optimal Course Selection: An MDP Approach. SEFM Workshops (2017)
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Generalized Method of Moments for Stochastic Reaction Networks in Equilibrium. CMSB (2016)