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Catarina Doglioni

Caterina Doglioni

Affiliated

Catarina Doglioni

Baler - Machine Learning Based Compression of Scientific Data

Author

  • Fritjof Bengtsson Folkesson
  • Caterina Doglioni
  • Per Alexander Ekman
  • Axel Gallén
  • Pratik Jawahar
  • Marta Camps Santasmasas
  • Nicola Skidmore

Summary, in English

A common and growing issue in scientific research and industry is that of storing and sharing ever-increasing datasets. In this paper we document the development and applications of Baler - a Machine Learning based tool for tailored compression of data across multiple disciplines.

Department/s

  • Particle and nuclear physics

Publishing year

2024

Language

English

Publication/Series

EPJ Web of Conferences

Volume

295

Document type

Conference paper

Topic

  • Computer and Information Sciences

Conference name

26th International Conference on Computing in High Energy and Nuclear Physics, CHEP 2023

Conference date

2023-05-08 - 2023-05-12

Conference place

Norfolk, United States

Status

Published