Prof. Dr. Petra Mutzel

We seek a PostDoc with background in HPC, Analytics and Life Science (e.g., Bioinformatics or Medicine) for filling a new permanent position T-VL E13 in our HPC/A-Lab. For information, see here

European Symposium on Algorithms (ESA) - ALGO 2021 , Conference: September 6-8, 2021 in Lisbon (Portugal), unfortunately: Online

• Computational Analytics
• Algorithm Engineering for big data, in particular graph algorithms and data structures
• Algorithmic Data Analysis, Graph Mining
• Combinatorial Optimization (polynomial time and ILP-based)
• Network Design and Optimization
• Graph and Network Visualization
• Analysis of chemical structures and biological networks
• Application areas: network analysis, cheminformatics (drug design), information visualization, network design and optimization, computational biology, statistical physics, …

• Temporal graphs, e.g., bicriteria shortest paths, temporal TSP
• Graph learning, e.g., Weisfeiler-Leman type algorithms
• Graph similarity, graph mining
• Combining combinatorial optimization and learning methods, e.g. Max Cut and TSP
• Algorithms for almost planar graphs, e.g., Max Cut
• Cheminformatics, e.g. structural clustering, Scaffold Hunter
• Integer Linear Programming Models for ranking problems, e.g. graph coloring, Steiner tree with hop constraints, layering problem in graph drawing
• High Performance Analytics

Our current and past projects can be found here.

Our recent publications can be found here.