JpGU-AGU Joint Meeting 2026

Presentation information

[E] Poster

M (Multidisciplinary and Interdisciplinary) » M-TT Technology & Techniques

[M-TT45] Artificial Intelligence in Earth and Environmental sciences

Sun. May 24, 2026 5:15 PM - 7:00 PM Poster Hall (Exhibition Hall 7&8, Makuhari Messe)

5:15 PM - 7:00 PM

[MTT45-P04] Deep Embedded Clustering and Information-Theoretic Channel Attribution for Automated Glitch Analysis in Gravitational-Wave Detectors

Yubin Kim1, Byeol Kim2, Young-Min Kim3, *John J. Oh1 (1. National Institute for Mathematical Sciences, 2. Gwangju Institute of Science and Technology, 3. Korea Astronomy and Space Science Institute)

Keywords:Deep Embedded Clustering, Maximal Inforamtion Coefficient, Gravitational-wave Data Analysis, Noise and Glitch Identification, Artificial Intelligence Data Analysis