Bulletin of the American Physical Society
APS April Meeting 2024
Wednesday–Saturday, April 3–6, 2024; Sacramento & Virtual
Session M17: Data Science and AI/ML in Physics
1:30 PM–3:18 PM,
Friday, April 5, 2024
SAFE Credit Union Convention Center
Room: Ballroom B4, Floor 2
Sponsoring
Unit:
GDS
Chair: Kevin Pedro, Fermi National Accelerator Laboratory
Abstract: M17.00007 : A data-driven discovery method with limited data
2:42 PM–2:54 PM
Presenter:
Himanshu Singh
(The University of Texas at Tyler)
Author:
Himanshu Singh
(The University of Texas at Tyler)
In the present announcement, we are interested in special operator-theoretic-mathematical framework that helps discovering the data-driven systems via DMD but in the light of limited data. To address this issue, the established theory around Koopman operators acting on certain RKHS will be leveraged. Along with this, in the interest of scientific computing, the present research work will be based on julia coding framework, which also be a major contribution in the direction of related research work as well. For this conference, it is also in plan to provide the representation of julia codes along with promising future research direction of present work.
Follow Us |
Engage
Become an APS Member |
My APS
Renew Membership |
Information for |
About APSThe American Physical Society (APS) is a non-profit membership organization working to advance the knowledge of physics. |
© 2024 American Physical Society
| All rights reserved | Terms of Use
| Contact Us
Headquarters
1 Physics Ellipse, College Park, MD 20740-3844
(301) 209-3200
Editorial Office
100 Motor Pkwy, Suite 110, Hauppauge, NY 11788
(631) 591-4000
Office of Public Affairs
529 14th St NW, Suite 1050, Washington, D.C. 20045-2001
(202) 662-8700