| |
 |
| Paper: |
Structural Relationships of Remote Galaxies at 1.5 < z < 2.5 Using Support Vector Machines ML Models in Open Science Studio |
| Volume: |
541, ADASS XXXIII |
| Page: |
365 |
| Authors: |
Guillermo Valé Arteaga |
| DOI: |
10.26624/CCAP1643 |
| Abstract: |
This project involves exploring the structural relationships of remote
galaxies (redshift 1.5 to 2.5) using the CANDELS catalogs. Python data analysis tools
in Navteca’s Open Science Studio were utilized to study physical properties. A traditional approach was used to identify key relationships, providing insights into the
formation and evolution of these galaxies, alongside Machine Learning techniques to provide a deeper analysis. |
|
|
|
|
|
