Sprecher
Keun-Young Kim
(Gwangju Institute of Science and Technology (GIST))
Beschreibung
According to the holographic principle, one of the most influential contemporary themes in physics, gravitational dynamics in the "bulk" spacetime is dual to the quantum physics of a system defined on its "boundary." We employ a deep learning approach to infer the bulk spacetime geometry from boundary quantum data, such as conductivity and entanglement entropy. In particular, we apply this method to gain insights into the properties of quantum matter. Our approach is general and broadly applicable to a wide range of physics problems involving differential equations and integral formulations. Thus, it can also be useful for introductory physics and mathematics problems.