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Shizhen Zhao

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Book Open access Aug 2026

From Surface to Depth: Diagnosing Ocean Vertical Velocity with 3D Frequency Operator

Ocean vertical velocity plays a crucial role in influencing heat exchange, water mass movement, and biogeochemical processes between the surface and deep waters. Due to the difficulty in directly measuring subsurface vertical velocity w, a promising approach is to diagnose w from high-resolution surface observations, l...

Haonan Qi, Bin Lu, Yimian Hu et al. · 0 citations
Book Open access Aug 2026

From Surface to Depth: Diagnosing Ocean Vertical Velocity with 3D Frequency Operator

Ocean vertical velocity plays a crucial role in influencing heat exchange, water mass movement, and biogeochemical processes between the surface and deep waters. Due to the difficulty in directly measuring subsurface vertical velocity w, a promising approach is to diagnose w from high-resolution surface observations, l...

Haonan Qi, Bin Lu, Yimian Hu et al. · 0 citations
Conference Jul 2026

STON: Scaling Torus-Based AI Training Clusters via Optical Circuit Switches

Torus networks are deployed in production AI training clusters for their path diversity and low latency, but 2D Torus scales poorly: electrical packet switches compromise latency, and high-dimensional Torus introduces excessive routing complexity. We present STON (Scalable TOrus Network), a hierarchical architecture th...

Qinwei Yang, Peirui Cao, Ruyi Zhang et al. · 0 citations

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