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200 records · all checked

Model family

Normalising flow

Invertible transform between a simple and a complex distribution.

3articles
0Structural biology
0Materials & chemistry
3Astronomy

aix-00132

Five codes measured galaxy shapes in simulated Euclid images, one using neural networks

property predictionsimulation surrogate

astronomy · ai-supporting · Astronomy and Astrophysics · 2022

aix-00087

Neural networks recover a simulated barred galaxy's gravity from one snapshot

structure determination

astronomy · ai-result · arXiv · 2023

aix-00084

Neural networks read simulated galaxy cluster catalogues to estimate cosmological parameters

property prediction

astronomy · ai-result · arXiv · 2026