Gerrit Grossmann

According to our database, Gerrit Grossmann authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis.

Zhifei Li, Gerrit Großmann, Verena Wolf

CoRR, 2024

icon: Fast Simulation of Epidemics on Coevolving Networks.

Gerrit Großmann, Sebastian Vollmer

CoRR, 2024

Peculiarities of Counterfactual Point Process Generation.

Gerrit Großmann, Sumantrak Mukherjee, Sebastian Vollmer

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis, 2024

2023

Unsupervised relational inference using masked reconstruction.

Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf

Appl. Netw. Sci., December, 2023

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

Learning Vaccine Allocation from Simulations.

Gerrit Großmann, Michael Backenköhler, Jonas Klesen, Verena Wolf

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

Reducing Spreading Processes on Networks to Markov Population Models.

Gerrit Großmann, Luca Bortolussi

Proceedings of the Quantitative Evaluation of Systems, 16th International Conference, 2019

Rejection-Based Simulation of Stochastic Spreading Processes on Complex Networks.

Gerrit Großmann, Verena Wolf

Proceedings of the Hybrid Systems Biology - 6th International Workshop, 2019

Rejection-Based Simulation of Non-Markovian Agents on Complex Networks.

Gerrit Großmann, Luca Bortolussi, Verena Wolf

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Lumping the Approximate Master Equation for Multistate Processes on Complex Networks.

Gerrit Großmann, Charalampos Kyriakopoulos, Luca Bortolussi, Verena Wolf

Proceedings of the Quantitative Evaluation of Systems - 15th International Conference, 2018

2017

Lumping of Degree-Based Mean Field and Pair Approximation Equations for Multi-State Contact Processes.

Charalampos Kyriakopoulos, Gerrit Grossmann, Verena Wolf, Luca Bortolussi

CoRR, 2017