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Generative models of astrophysical fields with scattering transforms on the sphere
L. Mousset, E. Allys, M. A. Price, J. Aumont, J.-M. Delouis, L. Montier and J. D. McEwen Astronomy & Astrophysics 691 A269 (2024) https://doi.org/10.1051/0004-6361/202451396
Self-supervised component separation for the extragalactic submillimetre sky
Separation of dust emission from the cosmic infrared background in Herschel observations with wavelet phase harmonics
Constant Auclair, Erwan Allys, François Boulanger, Matthieu Béthermin, Athanasia Gkogkou, Guilaine Lagache, Antoine Marchal, Marc-Antoine Miville-Deschênes, Bruno Régaldo-Saint Blancard and Pablo Richard Astronomy & Astrophysics 681 A1 (2024) https://doi.org/10.1051/0004-6361/202346814
Generative Models of Multichannel Data from a Single Example—Application to Dust Emission
Bruno Régaldo-Saint Blancard, Erwan Allys, Constant Auclair, François Boulanger, Michael Eickenberg, François Levrier, Léo Vacher and Sixin Zhang The Astrophysical Journal 943(1) 9 (2023) https://doi.org/10.3847/1538-4357/aca538
Detection of the significant impact of source clustering on higher order statistics with DES Year 3 weak gravitational lensing data
M Gatti, N Jeffrey, L Whiteway, V Ajani, T Kacprzak, D Zürcher, C Chang, B Jain, J Blazek, E Krause, A Alarcon, A Amon, K Bechtol, M Becker, G Bernstein, A Campos, R Chen, A Choi, C Davis, J Derose, H T Diehl, S Dodelson, C Doux, K Eckert, J Elvin-Poole, et al. Monthly Notices of the Royal Astronomical Society: Letters 527(1) L115 (2023) https://doi.org/10.1093/mnrasl/slad143
Probing cosmic inflation with the LiteBIRD cosmic microwave background polarization survey
E Allys, K Arnold, J Aumont, R Aurlien, S Azzoni, C Baccigalupi, A J Banday, R Banerji, R B Barreiro, N Bartolo, L Bautista, D Beck, S Beckman, M Bersanelli, F Boulanger, M Brilenkov, M Bucher, E Calabrese, P Campeti, A Carones, F J Casas, A Catalano, V Chan, K Cheung, Y Chinone, et al. Progress of Theoretical and Experimental Physics 2023(4) (2023) https://doi.org/10.1093/ptep/ptac150
The Atacama Cosmology Telescope: map-based noise simulations for DR6
Zachary Atkins, Adriaan J. Duivenvoorden, William R. Coulton, Frank J. Qu, Simone Aiola, Erminia Calabrese, Grace E. Chesmore, Steve K. Choi, Mark J. Devlin, Jo Dunkley, Carlos Hervías-Caimapo, Yilun Guan, Adrien La Posta, Zack Li, Thibaut Louis, Mathew S. Madhavacheril, Kavilan Moodley, Sigurd Naess, Federico Nati, Michael D. Niemack, Lyman Page, Roberto Puddu, Maria Salatino, Cristóbal Sifón, Suzanne T. Staggs, et al. Journal of Cosmology and Astroparticle Physics 2023(11) 073 (2023) https://doi.org/10.1088/1475-7516/2023/11/073
Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms
Andrew K. Saydjari and Douglas P. Finkbeiner IEEE Transactions on Pattern Analysis and Machine Intelligence 45(2) 1716 (2023) https://doi.org/10.1109/TPAMI.2022.3165730
Full-sky, Arcminute-scale, 3D Models of Galactic Microwave Foreground Dust Emission Based on Filaments
Single frequency CMB B-mode inference with realistic foregrounds from a single training image
Niall Jeffrey, François Boulanger, Benjamin D Wandelt, Bruno Regaldo-Saint Blancard, Erwan Allys and François Levrier Monthly Notices of the Royal Astronomical Society: Letters 510(1) L1 (2021) https://doi.org/10.1093/mnrasl/slab120