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Gerrit Großmann

Observed names: Gerrit Grossmann, Grossmann, Gerrit, Großmann, Gerrit
ORCID: 0000-0002-4933-447X
Observed ORCID: 0000-0002-4933-447X
OpenAlex ID: A5041210187
Heterogeneity matters: Contact structure and individual variation shape epidemic dynamics
2021 · Gerrit Großmann, Michael Backenköhler, et al. · PLoS ONE · 62
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Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study
2020 · Gerrit Großmann, Michael Backenköhler, et al. · Lecture notes in computer science · 22
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Visible neural networks for multi-omics integration: a critical review
2025 · David Antony Selby, Rashika Jakhmola, et al. · Frontiers in Artificial Intelligence · 21
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Lumping of degree-based mean-field and pair-approximation equations for multistate contact processes
2018 · Charalampos Kyriakopoulos, Gerrit Grossmann, et al. · Physical review. E · 11
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BioDisco: Multi-Agent Hypothesis Generation with Dual-Mode Evidence, Iterative Feedback and Temporal Evaluation
2026 · Yujing Ke, Kevin George, et al. · International Joint Conference on Artificial Intelligence · 8
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Reducing Spreading Processes on Networks to Markov Population Models
2019 · Gerrit Großmann, Luca Bortolussi · Lecture notes in computer science · 7
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Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models
2021 · Michael Backenköhler, Luca Bortolussi, et al. · Lecture notes in computer science · 6
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Efficient simulation of non-Markovian dynamics on complex networks
2020 · Gerrit Großmann, Luca Bortolussi, et al. · PLoS ONE · 6
Rejection-Based Simulation of Stochastic Spreading Processes on Complex Networks
2019 · Gerrit Großmann, Verena Wolf · Lecture notes in computer science · 6
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CleanSurvival: automated data preprocessing for time-to-event models using reinforcement learning
2026 · Yousef Koka, David Selby, et al. · BMC Medical Informatics and Decision Making · 4
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Exploring Molecule Generation Using Latent Space Graph Diffusion
2025 · Pombala, Prashanth, Grossmann, Gerrit, et al. · arXiv (Cornell University) · 4
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TeachOpenCADD goes Deep Learning: Open-source Teaching Platform Exploring Molecular DL Applications
2023 · Michael Backenköhler, Paula Linh Kramer, et al. · ChemRxiv · 4
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Rejection-Based Simulation of Non-Markovian Agents on Complex Networks
2019 · Gerrit Großmann, Luca Bortolussi, et al. · Studies in computational intelligence · 4
Lumping the Approximate Master Equation for Multistate Processes on Complex Networks
2018 · Gerrit Großmann, Charalampos Kyriakopoulos, et al. · Lecture notes in computer science · 4
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Neural Spatiotemporal Point Processes: Trends and Challenges
2025 · Mukherjee, Sumantrak, Elhamdi, Mouad, et al. · arXiv (Cornell University) · 3
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Learning Vaccine Allocation from Simulations
2020 · Gerrit Großmann, Michael Backenköhler, et al. · Studies in computational intelligence · 3
The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and Compete
2025 · Großmann, Gerrit, Ivanova, Larisa, et al. · arXiv (Cornell University) · 2
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Unsupervised relational inference using masked reconstruction
2023 · Gerrit Großmann, Julian Zimmerlin, et al. · Applied Network Science · 2
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GINA: Neural Relational Inference From Independent Snapshots
2021 · Großmann, Gerrit, Zimmerlin, Julian, et al. · arXiv (Cornell University) · 2
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Epidemic overdispersion strengthens the effectiveness of mobility restrictions
2021 · Gerrit Großmann, Michael Backenköhler, et al. · International Conference on Hybrid Systems: computation and control · 2
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Accounting for Bias Enables Sustainable LLM Evaluation
2026 · Katoch, Harshita, Selby, David Antony, et al. · arXiv (Cornell University) · 1
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CLAM: Causal Spatial Disaggregation to Infer Local Effects From Coarse Data
2026 · Großmann, Gerrit, Mukherjee, Sumantrak, et al. · arXiv (Cornell University) · 1
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Seahorse: Unified Benchmarking for Spatio-Temporal Point Processes
2026 · Aalaila, Yahya, Großmann, Gerrit, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Chaotic and complex dynamics expose the limits of counterfactual reasoning
2026 · Yahya Aalaila, Gerrit Großmann, et al. · Scientific Reports · 1
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The Power of Stories: Narrative Priming in Networked Multi-Agent LLM Interactions
2025 · Gerrit Großmann, Larisa Ivanova, et al. · Lecture notes in computer science · 1
Works count: 56
Citation count: 195
H-index: 6
I10-index: 4
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