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Katherine L. Bouman

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#machine learning Review Nov 2026

3D dark matter map of the JWST COSMOS-Web field using diffusion-based generative priors

Mapping the three-dimensional distribution of dark matter is key to tracing the growth of cosmic structure. Two-dimensional weak lensing mass maps recover its projected distribution, but they blend structures at different distances along the line of sight. We reconstruct the three-dimensional matter distribution in the...

D. Scognamiglio, Brandon Zhao, Katherine L. Bouman et al. · 0 citations

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