SHARK

The SHARK dataset is a collection of synthetic galaxies generated by the SHARK semi-analytic model, used to train machine-learning models for predicting stellar masses of galaxies based on their absolute magnitudes and colour indices.

Papers using SHARK (2)

A Demonstration of a Neural Network as a Bridge Between Galaxy Simulations and Surveys2026Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models2025