CUBES 2026

Session

Session 4

25 Apr 2026, 15:05

Cheonwangbong Hall (The-K Jirisan Family Hotel, Sandong, Gurye)

Conveners

Session 4

• Won Sang Cho (IBS CTPU-PTC)

29. Quantum Entanglement and Bell Nonlocality in Top-Quark Pair Production at a Photon Linear Collider

Jae Sik Lee (Chonnam National University)

25/04/2026, 15:05

30. Fermion Effect on Gauge Tachyons and Cosmological Relaxation of the Weak scale

Sang Hui Im (IBS CTPU-PTC)

25/04/2026, 15:30

31. Higgs Mass is Natural

Kang-Sin Choi (Ewha Womans University)

25/04/2026, 15:55

32. Neural Networks from the Perspective of Physics

Jaeok Yi (KAIST)

25/04/2026, 16:20

In this talk, we approach deep neural networks from the perspective of physics, introducing the bulk–boundary decomposition as a novel framework for analyzing their training dynamics. By treating the learning process as a physical system, we demonstrate that the stochastic gradient descent formulation yields a Lagrangian that can be cleanly separated into a data-independent bulk action and a...