Search Results for author: Oskar Taubert

Found 3 papers, 3 papers with code

Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations

1 code implementation20 Jan 2023 Oskar Taubert, Marie Weiel, Daniel Coquelin, Anis Farshian, Charlotte Debus, Alexander Schug, Achim Streit, Markus Götz

We present Propulate, an evolutionary optimization algorithm and software package for global optimization and in particular hyperparameter search.

Learning Tree Structures from Leaves For Particle Decay Reconstruction

1 code implementation31 Aug 2022 James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz

In the case of high-energy particle physics, a particle decay forms a hierarchical tree structure of which only the final products can be observed experimentally, and the large combinatorial space of possible trees makes an analytic solution intractable.

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