There is a newer version of the record available.

Published May 7, 2024 | Version v1.0
Software Open

ambra-dipiano/astroAI: v1.0

Authors/Creators

  • 1. ROR icon University of Modena and Reggio Emilia
  • 2. ROR icon Osservatorio di Astrofisica e Scienza dello Spazio

Description

Ph.D. project software release, 
Deep learning in real-time on the astrophysical data obtained from the Čerenkov CTA Observatory.

Files

ambra-dipiano/astroAI-v1.0.zip

Files (9.6 MB)

Name Size Download all
md5:798b83648753aa0f5e0f52372c2e6c4f
9.6 MB Preview Download

Additional details

Related works

Is supplement to
Software: https://github.com/ambra-dipiano/astroAI/tree/v1.0 (URL)

Software

Repository URL
https://github.com/ambra-dipiano/astroAI
Programming language
Python
Development Status
Active

References

  • Di Piano, A. et al., A machine learning toolkit for high-level analysis of Cherenkov telescopes data, 2nd CTAO Science Symposium, 15-18 April, 2024, poster ID008, http://posters.cta-observatory.org/
  • Acero, F., Aguasca-Cabot, A., Buchner, J., Carreto Fidalgo, D., Chen, A., Chromey, A., Contreras Gonzalez, J. L., de Bony de Lavergne, M., de Miranda Cardoso, J. V., Deil, C., Donath, A., Giunti, L., Hinton, J., Jouvin, L., Khélifi, B., King, J., Lefaucheur, J., Lenain, J.-P., Linhoff, M., … Wood, M. (2022). Gammapy: Python toolbox for gamma-ray astronomy (1.0). Zenodo. https://doi.org/10.5281/zenodo.7311399
  • Donath, Axel; Terrier, Régis; Remy, Quentin; Sinha, Atreyee; Nigro, Cosimo; Pintore, Fabio; Khélifi, Bruno; Olivera-Nieto, Laura; Ruiz, Jose Enrique; Brügge, Kai; Linhoff, Maximilian; Contreras, Jose Luis; Acero, Fabio; Aguasca-Cabot, Arnau; Berge, David; Bhattacharjee, Pooja; Buchner, Johannes; Boisson, Catherine; Carreto Fidalgo, David; Chen, Andrew; ... (2023), Gammapy: A Python package for gamma-ray astronomy, Astronomy & Astrophysics, Volume 678, id.A157, 23 pp.
  • Cherenkov Telescope Array Observatory, & Cherenkov Telescope Array Consortium. (2021). CTAO Instrument Response Functions - prod5 version v0.1 (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5499840
  • TensorFlow Developers. (2024). TensorFlow (v2.15.1). Zenodo. https://doi.org/10.5281/zenodo.10798587