معرفی
Dr. rer. nat. Eva Fluck is a Researcher at the Chair of Logic and Theory of Discrete Systems (Computer Science 7) at RWTH Aachen University. Her work bridges theoretical computer science and machine learning, focusing on graph theory, clustering algorithms, and structural graph decomposition techniques like tangles and treewidth.
Research Interests:
- Connectivity in graph theory
- Algorithmic applications of tangles
- Machine learning clustering methods
- Homomorphism indistinguishability in bounded treewidth graphs
Publications demonstrate expertise in applying discrete mathematics to data science problems, with recent contributions on Gaussian mixture decomposition, hierarchical clustering frameworks, and monotonicity properties in graph games (2019-2025). Key publication venues include SIAM Journal on Discrete Mathematics and International Workshop on Graph-Theoretic Concepts.
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