Applying machine learning to halos in Illustris and running them through halotools to generate HOD catalogs.
Contacts: @nvanalfen, Yesukhei
Day/Time: TBD/ongoing (contact Nick or Yesukhei)
Main communication channel: Slack
GitHub repo: https://github.com/nvanalfen/MLAugmentedHalotools
Zoom room (if applicable):
Goals and deliverable
Get a catalog from Illustris into a format ready for halotools
Apply diffusion model on said catalog
Run through halotools
Resources and skills needed
Python
Familiarity with halotools is good, but NOT NECESSARY
Familiarity with Illustris is also good
Detailed description
See how far we can get running existing ML and halotools methods on Illustris dark matter data.
Machine Learning Augmented Halo Method
Applying machine learning to halos in Illustris and running them through halotools to generate HOD catalogs.
Contacts: @nvanalfen, Yesukhei Day/Time: TBD/ongoing (contact Nick or Yesukhei) Main communication channel: Slack GitHub repo: https://github.com/nvanalfen/MLAugmentedHalotools Zoom room (if applicable):
Goals and deliverable
Resources and skills needed
Detailed description
See how far we can get running existing ML and halotools methods on Illustris dark matter data.