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The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
Eleonora Di Valentino, Jackson Levi Said, Adam Riess, Agnieszka Pollo, Vivian Poulin, Adrià Gómez-Valent, Amanda Weltman, Antonella Palmese, Caroline D. Huang, Carsten van de Bruck, Chandra Shekhar Saraf, Cheng-Yu Kuo, Cora Uhlemann, Daniela Grandón, Dante Paz, Dominique Eckert, Elsa M. Teixeira, Emmanuel N. Saridakis, Eoin Ó Colgáin, Florian Beutler, Florian Niedermann, Francesco Bajardi, Gabriela Barenboim, Giulia Gubitosi, Ilaria Musella, et al. Physics of the Dark Universe 49 101965 (2025) https://doi.org/10.1016/j.dark.2025.101965
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S. Schuldt, R. Cañameras, Y. Shu, I. T. Andika, S. Bag, C. Grillo, A. Melo, S. H. Suyu and S. Taubenberger Astronomy & Astrophysics 699 A350 (2025) https://doi.org/10.1051/0004-6361/202554425
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S. Schuldt, R. Cañameras, I. T. Andika, S. Bag, A. Melo, Y. Shu, S. H. Suyu, S. Taubenberger and C. Grillo Astronomy & Astrophysics 693 A291 (2025) https://doi.org/10.1051/0004-6361/202450927
Neural network prediction of model parameters for strong lensing samples from Hyper Suprime-Cam Survey
Priyanka Gawade, Anupreeta More, Surhud More, Akisato Kimura, Alessandro Sonnenfeld, Masamune Oguri and Naoki Yoshida Monthly Notices of the Royal Astronomical Society 540(4) 3384 (2025) https://doi.org/10.1093/mnras/staf935
Lens Modeling of STRIDES Strongly Lensed Quasars Using Neural Posterior Estimation
Sydney Erickson, Sebastian Wagner-Carena, Phil Marshall, Martin Millon, Simon Birrer, Aaron Roodman, Thomas Schmidt, Tommaso Treu, Stefan Schuldt, Anowar J. Shajib and Padma Venkatraman The Astronomical Journal 170(1) 44 (2025) https://doi.org/10.3847/1538-3881/add99f
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders
Irham T. Andika, Stefan Schuldt, Sherry H. Suyu, Satadru Bag, Raoul Cañameras, Alejandra Melo, Claudio Grillo and James H. H. Chan Astronomy & Astrophysics 694 A227 (2025) https://doi.org/10.1051/0004-6361/202453474
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R. Cañameras, S. Schuldt, Y. Shu, S. H. Suyu, S. Taubenberger, I. T. Andika, S. Bag, K. T. Inoue, A. T. Jaelani, L. Leal-Taixé, T. Meinhardt, A. Melo and A. More Astronomy & Astrophysics 692 A72 (2024) https://doi.org/10.1051/0004-6361/202347072
Exploiting the diversity of modeling methods to probe systematic biases in strong lensing analyses
Streamlined lensed quasar identification in multiband images via ensemble networks
Irham Taufik Andika, Sherry H. Suyu, Raoul Cañameras, Alejandra Melo, Stefan Schuldt, Yiping Shu, Anna-Christina Eilers, Anton Timur Jaelani and Minghao Yue Astronomy & Astrophysics 678 A103 (2023) https://doi.org/10.1051/0004-6361/202347332
lemon: LEns MOdelling with Neural networks – I. Automated modelling of strong gravitational lenses with Bayesian Neural Networks
Fabrizio Gentile, Crescenzo Tortora, Giovanni Covone, et al. Monthly Notices of the Royal Astronomical Society 522(4) 5442 (2023) https://doi.org/10.1093/mnras/stad1325
Accelerating galaxy dynamical modeling using a neural network for joint lensing and kinematic analyses
Matthew R. Gomer, Sebastian Ertl, Luca Biggio, Han Wang, Aymeric Galan, Lyne Van de Vyvere, Dominique Sluse, Georgios Vernardos and Sherry H. Suyu Astronomy & Astrophysics 679 A59 (2023) https://doi.org/10.1051/0004-6361/202347507