Author

Fei Song

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Sep 2026

Spatial sliding-window attention for learning solution operators of partial differential equations

The sliding-window mechanism is best interpreted as a controllable spatial-locality mechanism rather than a uniformly more efficient replacement for standard Galerkin attention.

Hao-Ran Wang, Fei Song, Xin-Wei Huang · Physica Scripta · 0 citations