Tomescu Lab

University of Helsinki

Manner-Suomi (FI1) · Finland

ERC-funded
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ERC Consolidator Grant · 2024

Scalable Graph Algorithms for Bioinformatics using Structure, Parameterization and Dynamic Updates

Sequencing technologies have developed to be cheap and accurate, leading to major breakthroughs, such as the complete sequence of a human genome, the creation of nationwide population gene banks, or the discovery of novel viruses. As the amount of data produced grows exponentially and their applications become more broad and complex, the community needs accurate computational methods that scale. At the core of many algorithmic methods for processing sequencing data is the basic primitive of finding a set of paths or walks in graphs of various nature. Under different formulations and objective functions, the resulting problems can be NP-hard (e.g. flow decompositions) or polynomial-time…

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