2 papers
astro-ph.IM2025
Machine Learning Workflow for Morphological Classification of Galaxies
Bernd Doser, Kai L. Polsterer, Andreas Fehlner +1
As part of the EU-funded Center of Excellence SPACE (Scalable Parallel Astrophysical Codes for Exascale), seven commonly used astrophysics simulation codes are being optimized to e…
astro-ph.IM2024
Spherinator and HiPSter: Representation Learning for Unbiased Knowledge Discovery from Simulations
Kai L. Polsterer, Bernd Doser, Andreas Fehlner +1
Simulations are the best approximation to experimental laboratories in astrophysics and cosmology. However, the complexity, richness, and large size of their outputs severely limit…