Training title: Machine learning prototype for SPACE applications

Organizers: HITS
Date: May 7th, 2024
Time: 15.00 – 15.45 CEST
Language: English
Event format: online
Level: beginner
Tutor/s names: Sebastian Trujillo Gomez (HITS) and Bernd Doser (HITS)
Recorded video: this link
Agenda & topics

The objective of this webinar is to present the prototype of a machine learning tool to enable the exploration, analysis, and interpretation of the outputs of large-volume cosmological simulations using Representation Learning techniques. The tool efficiently learns a low-dimensional representation of the structure of simulated galaxies in arbitrary physical components, uncovering their intrinsic structural distribution. It also provides an interactive hierarchical visualization of the entire simulation and its compact representation, and scales to arbitrarily large simulations beyond the Exascale era.

The participation in the training is free of charge.