A two-level overlapping Schwarz domain decomposition constructs a hierarchical attention operator that trains faster and approximates the inverse of a discretized 1D diffusion operator more accurately than global low-rank attention while using fewer parameters.
Finite element operator network for solv- ing elliptic-type parametric PDEs.SIAM Journal on Scientific Computing, 47(2):C501–C528, 2025
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Hierarchical Attention via Domain Decomposition
A two-level overlapping Schwarz domain decomposition constructs a hierarchical attention operator that trains faster and approximates the inverse of a discretized 1D diffusion operator more accurately than global low-rank attention while using fewer parameters.