Welcome to CAMELS-zoomGZ documentation!

CAMELS-zoom(GroupZoom) is a new “hump” of the CAMELS project https://camels.readthedocs.io.

CAMELS-zoomGZ includes a set of 768 zoom-in simulations of massive halos, spanning 28 astrophysical and cosmological parameters in the IllustrisTNG parameter space. Unlike standard CAMELS sets, which sample parameter space using a Latin hypercube or Sobol sequence, CAMELS-zoomGZ uses a novel sampling and emulation method CARPoolGP. More information on CARPoolGP can be found here: https://carpoolgp.readthedocs.io/, and in our manuscript here: https://arxiv.org/abs/2403.10609

Note

This project is under active development.

Contents

See the Simulations section for details about the suite, including the process for Data Access. We include a brief tutorial for interacting with the simulation data in Tutorial.

• Simulations
  • Overview of CAMELS-zoomGZ
  • Simulation generation
  • Parameter space sampling
  • Active learning sampling
• Data Access
  • CAMELS-zoomGZ on Rusty
  • CAMELS-zoomGZ on Binder
• Tutorial
• Contact