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Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-based Likelihoods and Priors
Alexandre Adam, Connor Stone, Connor Bottrell, Ronan Legin, Yashar Hezaveh and Laurence Perreaul-Levasseur The Astronomical Journal 169(5) 254 (2025) https://doi.org/10.3847/1538-3881/adb039
Gravitational-wave Parameter Estimation in Non-Gaussian Noise Using Score-based Likelihood Characterization
Ronan Legin, Maximiliano Isi, Kaze W. K. Wong, Yashar Hezaveh and Laurence Perreault-Levasseur The Astrophysical Journal Letters 985(2) L46 (2025) https://doi.org/10.3847/2041-8213/add681
Diffusion-HMC: Parameter Inference with Diffusion-model-driven Hamiltonian Monte Carlo
Caustics: A Python Package for Accelerated Strong
Gravitational Lensing Simulations
Connor Stone, Alexandre Adam, Adam Coogan, M. J. Yantovski-Barth, Andreas Filipp, Landung Setiawan, Cordero Core, Ronan Legin, Charles Wilson, Gabriel Missael Barco, Yashar Hezaveh and Laurence Perreault-Levasseur Journal of Open Source Software 9(103) 7081 (2024) https://doi.org/10.21105/joss.07081
Making the leap. Part I. Modelling the reconstructed lensing convergence PDF from cosmic shear with survey masks and systematics
Alexandre Barthelemy, Anik Halder, Zhengyangguang Gong and Cora Uhlemann Journal of Cosmology and Astroparticle Physics 2024(03) 060 (2024) https://doi.org/10.1088/1475-7516/2024/03/060
Denoising diffusion delensing: reconstructing the non-Gaussian CMB lensing potential with diffusion models
Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
Tobías I Liaudat, Matthijs Mars, Matthew A Price, Marcelo Pereyra, Marta M Betcke and Jason D McEwen RAS Techniques and Instruments 3(1) 505 (2024) https://doi.org/10.1093/rasti/rzae030
IllustrisTNG in the HSC-SSP: image data release and the major role of mini mergers as drivers of asymmetry and star formation
Connor Bottrell, Hassen M Yesuf, Gergö Popping, Kiyoaki Christopher Omori, Shenli Tang, Xuheng Ding, Annalisa Pillepich, Dylan Nelson, Lukas Eisert, Hua Gao, Andy D Goulding, Boris S Kalita, Wentao Luo, Jenny E Greene, Jingjing Shi and John D Silverman Monthly Notices of the Royal Astronomical Society 527(3) 6506 (2023) https://doi.org/10.1093/mnras/stad2971
Beyond Gaussian Noise: A Generalized Approach to Likelihood Analysis with Non-Gaussian Noise
Ronan Legin, Alexandre Adam, Yashar Hezaveh and Laurence Perreault-Levasseur The Astrophysical Journal Letters 949(2) L41 (2023) https://doi.org/10.3847/2041-8213/acd645
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
Uncertainty-aware blob detection with an application to integrated-light stellar population recoveries