[JLab-seminars] New Zoom link for the TODAY April 24, 2024, the Physics Division Seminar featuring Gagik Gavalian as the speaker. The topic of the seminar is "Jefferson Lab at the Frontier of Artificial Intelligence."

[Sadie Cherry]

Physics Division Seminar

Gagik Gavalian



 Jefferson Lab



Jefferson Lab at the Frontier of Artificial Intelligence





Abstract:

Artificial Intelligence (AI) has dramatically transformed the landscape of computing and data processing, marking a paradigm shift in how machines interact with data and perform complex tasks. By leveraging algorithms that can learn from and adapt to data, AI has enabled computers to process and analyze vast amounts of information at speeds and accuracies that were previously unimaginable.

In this talk the developments in CLAS12 tracking are presented leveraging machine learning techniques to achieve increased tracking efficiency, resulting in a 50%-75% increase in statistics in different physics reactions. The novel methods in track parameter reconstruction using artificial intelligence in CLAS12 allow physics reaction identification in real-time, leading to a significant reduction in data processing times (3 to 6 times) for experiments.

The methods discussed can be applicable to current and upcoming experiments also those running in streaming mode for data reduction and partial data processing in real-time.



Wednesday, April 24, 2024

2:00 pm – 3:00 pm

Auditorium



Zoom

1611973895 at sip.zoomgov.com<mailto:1611973895 at sip.zoomgov.com>

Meeting ID: 161 197 3895





Kind Regards,
Sadie Cherry
Physics Division Administrator Assistant

Thomas Jefferson National Accelerator Facility

Jefferson Science Associates, LLC

757-269-7587 | cherry at jlab.org

[cid:43adeaa0-b39c-47f6-a145-5010aaa0ff92]

 "The strength of the team is in each individual member... the strength of each member is in the team."


-------------- next part --------------
An HTML attachment was scrubbed...
URL: <https://mailman.jlab.org/pipermail/jlab-seminars/attachments/20240424/e0609bf3/attachment-0001.html>
-------------- next part --------------
A non-text attachment was scrubbed...
Name: Outlook-5ygu4qvw.png
Type: image/png
Size: 20320 bytes
Desc: Outlook-5ygu4qvw.png
URL: <https://mailman.jlab.org/pipermail/jlab-seminars/attachments/20240424/e0609bf3/attachment-0001.png>