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Unsupervised searches for cosmological parity violation: Improving detection power with the neural field scattering transform
Matthew Craigie, Peter L. Taylor, Yuan-Sen Ting, Carolina Cuesta-Lazaro, Rossana Ruggeri and Tamara M. Davis Physical Review D 112(2) (2025) https://doi.org/10.1103/1knk-j9j9
How bad could it be? Modelling the 3D complexity of the polarised dust signal using moment expansion
L. Vacher, A. Carones, J. Aumont, J. Chluba, N. Krachmalnicoff, C. Ranucci, M. Remazeilles and A. Rizzieri Astronomy & Astrophysics 697 A212 (2025) https://doi.org/10.1051/0004-6361/202453066
Wavelet-based statistics for enhanced 21cm EoR parameter constraints
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
On generalizations of the nonwindowed scattering transform
Towards unveiling the large-scale nature of gravity with the wavelet scattering transform
Georgios Valogiannis, Francisco Villaescusa-Navarro and Marco Baldi Journal of Cosmology and Astroparticle Physics 2024(11) 061 (2024) https://doi.org/10.1088/1475-7516/2024/11/061
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
Galaxy clustering analysis with SimBIG and the wavelet scattering transform
Bruno Régaldo-Saint Blancard, ChangHoon Hahn, Shirley Ho, Jiamin Hou, Pablo Lemos, Elena Massara, Chirag Modi, Azadeh Moradinezhad Dizgah, Liam Parker, Yuling Yao and Michael Eickenberg Physical Review D 109(8) (2024) https://doi.org/10.1103/PhysRevD.109.083535
Precise cosmological constraints from BOSS galaxy clustering with a simulation-based emulator of the wavelet scattering transform
Simulation-based Inference of Reionization Parameters from 3D Tomographic 21 cm Light-cone Images. II. Application of Solid Harmonic Wavelet Scattering Transform
FORSE+: Simulating non-Gaussian CMB foregrounds at 3 arcmin in a stochastic way based on a generative adversarial network
Jian Yao, Nicoletta Krachmalnicoff, Marianna Foschi, Giuseppe Puglisi and Carlo Baccigalupi Astronomy & Astrophysics 686 A290 (2024) https://doi.org/10.1051/0004-6361/202449827
Quantification of High-dimensional Non-Gaussianities and Its Implication to Fisher Analysis in Cosmology
Core Francisco Park, Erwan Allys, Francisco Villaescusa-Navarro and Douglas Finkbeiner The Astrophysical Journal 946(2) 107 (2023) https://doi.org/10.3847/1538-4357/acbe3b
Impact of Galactic dust non-Gaussianity on searches for B-modes from inflation
Irene Abril-Cabezas, Carlos Hervías-Caimapo, Sebastian von Hausegger, Blake D Sherwin and David Alonso Monthly Notices of the Royal Astronomical Society 527(3) 5751 (2023) https://doi.org/10.1093/mnras/stad3529
Deep learning denoising by dimension reduction: Application to the ORION-B line cubes
Lucas Einig, Jérôme Pety, Antoine Roueff, Paul Vandame, Jocelyn Chanussot, Maryvonne Gerin, Jan H. Orkisz, Pierre Palud, Miriam G. Santa-Maria, Victor de Souza Magalhaes, Ivana Bešlić, Sébastien Bardeau, Emeric Bron, Pierre Chainais, Javier R. Goicoechea, Pierre Gratier, Viviana V. Guzmán, Annie Hughes, Jouni Kainulainen, David Languignon, Rosine Lallement, François Levrier, Dariusz C. Lis, Harvey S. Liszt, Jacques Le Bourlot, et al. Astronomy & Astrophysics 677 A158 (2023) https://doi.org/10.1051/0004-6361/202346064
Can diffusion model conditionally generate astrophysical images?
Xiaosheng Zhao, Yuan-Sen Ting, Kangning Diao and Yi Mao Monthly Notices of the Royal Astronomical Society 526(2) 1699 (2023) https://doi.org/10.1093/mnras/stad2778
Detecting the non-Gaussianity of the 21-cm signal during reionization with the wavelet scattering transform
Bradley Greig, Yuan-Sen Ting and Alexander A Kaurov Monthly Notices of the Royal Astronomical Society 519(4) 5288 (2023) https://doi.org/10.1093/mnras/stac3822
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 PhotoDissociation Region Toolbox: Software and Models for Astrophysical Analysis
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
Probing the Cold Neutral Medium through H I Emission Morphology with the Scattering Transform
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
Towards an optimal estimation of cosmological parameters with the wavelet scattering transform
Energy balance and Alfvén Mach numbers in compressible magnetohydrodynamic turbulence with a large-scale magnetic field
James R Beattie, Mark R Krumholz, Raphael Skalidis, et al. Monthly Notices of the Royal Astronomical Society 515(4) 5267 (2022) https://doi.org/10.1093/mnras/stac2099
Exploring the cosmic 21-cm signal from the epoch of reionization using the wavelet scattering transform
Bradley Greig, Yuan-Sen Ting and Alexander A Kaurov Monthly Notices of the Royal Astronomical Society 513(2) 1719 (2022) https://doi.org/10.1093/mnras/stac977
Classification of Magnetohydrodynamic Simulations Using Wavelet Scattering Transforms
Andrew K. Saydjari, Stephen K. N. Portillo, Zachary Slepian, Sule Kahraman, Blakesley Burkhart and Douglas P. Finkbeiner The Astrophysical Journal 910(2) 122 (2021) https://doi.org/10.3847/1538-4357/abe46d
A new approach for the statistical denoising of Planck interstellar dust polarization data
Bruno Regaldo-Saint Blancard, Erwan Allys, François Boulanger, François Levrier and Niall Jeffrey Astronomy & Astrophysics 649 L18 (2021) https://doi.org/10.1051/0004-6361/202140503
Weak lensing scattering transform: dark energy and neutrino mass sensitivity
A new approach to observational cosmology using the scattering transform
Sihao Cheng (程思浩), Yuan-Sen Ting (丁源森), Brice Ménard and Joan Bruna Monthly Notices of the Royal Astronomical Society 499(4) 5902 (2020) https://doi.org/10.1093/mnras/staa3165
The Quijote Simulations
Francisco Villaescusa-Navarro, ChangHoon Hahn, Elena Massara, Arka Banerjee, Ana Maria Delgado, Doogesh Kodi Ramanah, Tom Charnock, Elena Giusarma, Yin Li, Erwan Allys, Antoine Brochard, Cora Uhlemann, Chi-Ting Chiang, Siyu He, Alice Pisani, Andrej Obuljen, Yu Feng, Emanuele Castorina, Gabriella Contardo, Christina D. Kreisch, Andrina Nicola, Justin Alsing, Roman Scoccimarro, Licia Verde, Matteo Viel, et al. The Astrophysical Journal Supplement Series 250(1) 2 (2020) https://doi.org/10.3847/1538-4365/ab9d82
Statistical description of dust polarized emission from the diffuse interstellar medium