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Data compression, inference in cosmology with self-supervised machine learning · DOI 10.1093/mnras/stad3646

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astro-ph.CO 1

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2026 1

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UNVERDICTED 1

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Towards Practical Field-Level Inference for Weak Lensing

astro-ph.CO · 2026-06-10 · unverdicted · novelty 6.0

Field-level inference from weak lensing maps yields significantly tighter cosmological constraints than power-spectrum analysis when using the same forward-modeling pipeline, especially on small scales.

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  • Towards Practical Field-Level Inference for Weak Lensing astro-ph.CO · 2026-06-10 · unverdicted · none · ref 1

    Field-level inference from weak lensing maps yields significantly tighter cosmological constraints than power-spectrum analysis when using the same forward-modeling pipeline, especially on small scales.