26–30 Aug 2024
Aachen, Germany
Europe/Brussels timezone

An overview of the fitting ecosystem

27 Aug 2024, 10:02
30m
Aachen, Germany

Aachen, Germany

Erholungs-Gesellschaft Reihstraße 13, 52062 Aachen

Speaker

Jonas Eschle (Syracuse University (US))

Description

This talk will give a broad overview on the fitting that we're doing in
HEP. On one hand, the talk will cover the variety of fits in HEP, the
different needs and types of inference as well as efforts for
serialization and standardization. On the other hand, the relevant
libraries will be covered, that is zfit, pyhf, hepstats iminuit and
Python packages like SciPy and how they work together today, as well as
the future plans and technical considerations.

Authors

Albert Puig Navarro (Universität Zürich (CH)) Iason Krommydas (Rice University (US)) Jonas Eschle (Syracuse University (US)) Mr Matthieu Marinangeli (EPFL - Ecole Polytechnique Federale Lausanne (CH)) Rafael Silva Coutinho (Syracuse University (US))

Presentation materials