Bulletin of the American Physical Society
Four Corners Section 2022 Meeting
Volume 67, Number 14
Friday–Saturday, October 14–15, 2022; Albuquerque, New Mexico
Session F01: Poster Session
4:06 PM,
Friday, October 14, 2022
UNM
Room: PAIS 2nd Floor Mezzanine
Abstract: F01.00035 : Artificial Intelligence for Solving General Conformal Field Theories
Presenter:
Anson L Kost
(New York University)
Author:
Anson L Kost
(New York University)
We will build on such techniques and apply them to a wider range of problems. We will examine how neural networks using soft actor-critic reinforcement learning algorithms can be employed in the context of existing numerical conformal bootstrap methods. In addition, we consider how the techniques of AI can be applied more generally, providing potentially significant advantages in solving higher dimensional or non-unitary CFTs that cannot be handled by traditional methods in conformal bootstrap. Finally, we will discuss future avenues for the application of AI to CFTs.
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