I am an applied mathematician and I currently work as a data scientist. Previosly, I was a postdoctoral researcher at the Discrete Biomathematics group, Freie Universität Berlin. My research work focuses mainly on interaction networks, Boolean networks in particular, investigating the relationships between structure and dynamics.
Recent publications and preprints
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Uncovering Dynamic Structures Within Cyclic Attractors of Asynchronous Boolean Networks with Spectral Clustering [bibtex]
Computational Methods in Systems Biology, 2024
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Phenotype control and elimination of variables in Boolean networks [arxiv][bibtex]
Peer Community Journal, 2024
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Reduction for asynchronous Boolean networks: elimination of negatively autoregulated components [arxiv][bibtex]
Discrete Mathematics & Theoretical Computer Science, 2024
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Attractor identification in asynchronous Boolean dynamics with network reduction [arxiv][bibtex]
Computational Methods in Systems Biology, 2023
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Linear cuts in Boolean networks [arxiv][bibtex]
Natural Computing, 2023
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Attractor separation and signed cycles in asynchronous Boolean networks [arxiv][bibtex]
Theoretical Computer Science, 2023