Bibliography

ArXiv

• Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy
• The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
• European Virtual Observatory Schools
• Supporting FAIR Principles in the Astrophysics Community: the European Experience
• Building Trustworthy Machine Learning Models for Astronomy

ADS

• Open access to scientific data: excerpts from the INSU prospective

SF2A

• OPEN ACCESS TO SCIENTIFIC DATA: EXCERPTS FROM THE INSU PROSPECTIVE

Science Ouverte

• RECOMMANDATIONS DE L’ACADÉMIE DES SCIENCES POUR UNE MISE EN PRATIQUE DES PRINCIPES DE LA SCIENCE OUVERTE
• Deuxième Plan national pour la science ouverte
• Une journée d’échanges sur l’évaluation des scientifiques

IA, ML, DL

• Critical Challenges for Machine Learning in Astronomy