IWAPP - Innovative Workflows in Astro- & Particle Physics

Session

Forum

11 mars 2021, 09:30

Online

Présidents de session

Forum

• Thomas Vuillaume (LAPP, CNRS)

Documents de présentation

Recording @Youtube

11. KM3NeT Tier-2 Computing at Tbilisi State University

Gogita Papalashvili

11/03/2021 09:30

12. New approaches for multi-messenger real time analysis

Barbara Patricelli (EGO)

11/03/2021 09:37

44. Classifying galaxies, quasars and stars in optical surveys with machine learning

Alex Clarke

11/03/2021 09:44

We implemented a random forest and a dimension reduction algorithm called UMAP to classify and analyse 111 million sources from the Sloan Digital Sky Survey (SDSS) based on their photometry. These sources did not have the spectroscopic observations traditionally required for classification, but our method still enabled us to find 2 million new active supermassive black holes.

10. Distributed data processing using FairMQ framework.

Dmytro Kresan (GSI)

11/03/2021 09:51