Chandra Announcement: Reminder of Source Catalog splinter session at AAS HEAD 19 Meeting

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Guardado, Karla

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Mar 2, 2022, 2:22:48 PMMar 2
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Dear Chandra users,

We would like to bring your attention to the following splinter session that will take place during the AAS HEAD 19 meeting in March:

Title: A Python-friendly introduction to doing science with the Chandra Source Catalog

Abstract: The Chandra Source Catalog (CSC) provides photometric, spectral, and variability properties for over 317,000 X-ray sources that have been processed uniformly, profiting from Chandra's superb sensitivity and resolution. Perhaps unknown to many CSC users, the catalog also provides millions of science-ready data products that can be accessed from a Jupyter notebook session (python) using CIAO and Virtual Observatory tools. These data products include spectra, light curves, spectral fits, sensitivity maps, among many others. The combination of tabulated properties and data products for hundreds of thousands of serendipitous X-ray sources makes the CSC an excellent tool for discoveries and population studies. In this workshop/tutorial, we will demonstrate how to perform several basic science tasks with the CSC in a python-friendly environment, including access to the property tables, downloads of the data products, and specific science workflows such as classifying X-ray sources (AGNs, stars, etcs) by cross-matching CSC with optical and infrared catalogs, determining cumulative coverage and sensitivity in a region of the sky, and using the CSC data as input for machine learning algorithms of classification and regression. We will also present a demonstration of CSC source classification using supervised machine learning.

Time: March 14, 2022, 6pm.

If you are potentially interested in attending, please fill out the following (very short) google form. Filling it out does not bind you to attend, but it allows us for better planning. You can also leave us your email address, so that we can send you information relevant to the session in advance of the HEAD meeting.


Many thanks!
The CSC team

--

Karla Guardado

IT Specialist

Chandra Director's Office

Center for Astrophysics | Harvard & Smithsonian


Office: (617) 495 2638

60 Garden Street | MS 67 | Cambridge, MA 02138



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