2 papers
hep-th2025
AdS/Deep-Learning made easy II: neural network-based approaches to holography and inverse problems
Hyun-Sik Jeong, Hanse Kim, Keun-Young Kim +3
We apply physics-informed machine learning (PIML) to solve inverse problems in holography and classical mechanics, focusing on neural ordinary differential equations (Neural ODEs)…
hep-th2025
Brickwall model for hyperbolic black holes and chaos
Hyun-Sik Jeong, Keun-Young Kim, Gaya Yun +1
We study the quantum chaotic behavior of black holes within the brickwall model, focusing on probe scalar fields in ()-dimensional hyperbolic AdS black holes. The brickwall mo…