JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-GI General Geosciences, Information Geosciences & Simulations

[M-GI34] Data-driven approaches for weather and hydrological predictions

Mon. May 25, 2026 10:45 AM - 12:15 PM 106 (International Conference Hall, Makuhari Messe)

Chairperson:Sawada Yohei(The University of Tokyo), Kotsuki Shunji(Center for Environmental Remote Sensing, Chiba University)

12:00 PM - 12:15 PM

[MGI34-12] Spatiotemporal Prediction and Generation with Scale-Aware Diffusion via Renormalization Group

*Yuki Yasuda1, Tobias Bischoff2 (1. Japan Agency for Marine-Earth Science and Technology, 2. Aeolus Labs)

Keywords:Diffusion Model, Renormalization Group, Surrogate Modeling, Generative Model, Dynamical System, Path Integral