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The Shear-to-Cosmology Paradigm I Hybrid Field-Level and Simulation-Based Framework for Weak Lensing Surveys

J Ding, C Su, J Yao, L Zhang, H Shan - arXiv preprint arXiv:2511.22851, 2025 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

… We present a hybrid machine-learning (ML) framework that integrates field-level inference (FLI) with simulation-based inference (SBI) to map observed shear fields directly …

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