From the 1 of 3 linked papers with an AI index.
3 papers
Co-design of ground-based gravitational wave detector networks
Daniel Lanchares, Lysiane Mornas, Luigi Toffolatti +1
The paper introduces IfoScout, a machine‑learning based framework that jointly optimizes the locations, orientations, and internal parameters of ground‑based gravitational‑wave int…
Assessment of normalizing flows for parameter estimation on time-frequency representations of gravitational-wave data
Daniel Lanchares, Osvaldo G. Freitas, Lysiane Mornas +4
The speed-up of parameter estimation is an active field of research in gravitational-wave data analysis. In this paper we present GP15, a deep-learning method that merges residual…
Structure evolution with cosmic backgrounds from radio to far infrared
Carlo Burigana, Tiziana Trombetti, Matteo Bonato +2
Cosmic background radiation, both diffuse and discrete in nature, produced at different cosmic epochs before and after recombination, provides key information on the evolution of c…