Professor Carlton Baugh's Outputs (2)

Euclid: I. Overview of the Euclid mission (2025)
Journal Article
Euclid Collaboration, Mellier, Y., Abdurro’uf, Acevedo Barroso, J. A., Achúcarro, A., Adamek, J., Adam, R., Addison, G. E., Aghanim, N., Aguena, M., Ajani, V., Akrami, Y., Al-Bahlawan, A., Alavi, A., Albuquerque, I. S., Alestas, G., Alguero, G., Allaoui, A., Allen, S. W., Allevato, V., …Zumalacarregui, M. (2025). Euclid: I. Overview of the Euclid mission. Astronomy & Astrophysics, 697, Article A1. https://doi.org/10.1051/0004-6361/202450810

The current standard model of cosmology successfully describes a variety of measurements, but the nature of its main ingredients,
dark matter and dark energy, remains unknown. Euclid is a medium-class mission in the Cosmic Vision 2015–2025 programme... Read More about Euclid: I. Overview of the Euclid mission.

ANNZ+: an enhanced photometric redshift estimation algorithm with applications on the PAU survey (2025)
Journal Article
Pathi, I. M., Soo, J. Y., Wee, M. J., Zakaria, S. N., Ismail, N. A., Baugh, C. M., Manzoni, G., Gaztanaga, E., Castander, F. J., Eriksen, M., Carretero, J., Fernandez, E., Garcia-Bellido, J., Miquel, R., Padilla, C., Renard, P., Sanchez, E., Sevilla-Noarbe, I., & Tallada-Crespí, P. (2025). ANNZ+: an enhanced photometric redshift estimation algorithm with applications on the PAU survey. Journal of Cosmology and Astroparticle Physics, 2025(1), Article 097. https://doi.org/10.1088/1475-7516/2025/01/097

annz is a fast and simple algorithm which utilises artificial neural networks (ANNs), it was known as one of the pioneers of machine learning approaches to photometric redshift estimation decades ago. We enhanced the algorithm by introducing new acti... Read More about ANNZ+: an enhanced photometric redshift estimation algorithm with applications on the PAU survey.