David Prelogović

Machine learning astrophysics from 21 cm lightcones: impact of network architectures and signal contamination

David Prelogović, Andrei Mesinger, Steven Murray et al. · Monthly Notices of the Royal Astronomical Society · 2021 · 40 citations · Full text

Exploring the likelihood of the 21-cm power spectrum with simulation-based inference

David Prelogović, Andrei Mesinger · Monthly Notices of the Royal Astronomical Society · 2023 · 30 citations · Full text

<scp>21cmemu</scp>: an emulator of <scp>21cmfast</scp> summary observables

Daniela Breitman, Andrei Mesinger, Steven Murray et al. · Monthly Notices of the Royal Astronomical Society · 2023 · 27 citations · Full text

Galaxy Formation, Photometry, Engineering +12

Magnetically aligned straight depolarization canals and the rolling Hough transform

Vibor Jelić, David Prelogović, M. Haverkorn et al. · Springer Link (Chiba Institute of Technology) · 2018 · 24 citations · Full text

Deep learning approach for identification of <scp>H ii</scp> regions during reionization in 21-cm observations – II. Foreground contamination

Michele Bianco, Sambit K. Giri, David Prelogović et al. · Monthly Notices of the Royal Astronomical Society · 2024 · 19 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18