2 papers
physics.comp-ph2026
UniPhy: Unifying Riemannian-Clifford Geometry and Biorthogonal Dynamics for Planetary-Scale Continuous Weather Modeling
Ruiqing Yan, Haoyu Deng, Yuhang Shao +3
While data-driven weather models have achieved remarkable deterministic accuracy, they fundamentally rely on discrete-time mappings and closed-system assumptions, failing to captur…
cs.LG2024
Unveiling and Controlling Anomalous Attention Distribution in Transformers
Ruiqing Yan, Xingbo Du, Haoyu Deng +7
With the advent of large models based on the Transformer architecture, researchers have observed an anomalous phenomenon in the Attention mechanism--there is a very high attention…