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jax-lensing-3d

A package for 3D dark matter mass mapping in JAX

This repository contains scripts to reproduce results from the following paper:

Revealing the 3D Cosmic Web through Gravitationally-Lensed Neural Fields, B. Zhao, A. Levis, L. Connor, P.P. Srinivasan, K.L. Bouman ICLR, 2025.

This package uses some functions from jax-lensing, please see their repository for installation instructions.

To run a simulated recovery with either kinematic or traditional weak lensing requirements on the volume from the paper, please see either one of the shell scripts.

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A package for 3D dark matter mass mapping in JAX

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