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Amar Alem Koric

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#machine learning Preprint Sep 2026

Disentangling Attention in Deep Operator Learning: A Controlled Study of Data-Driven and Physics-Informed Architectures

Overall, query-dependent cross-attention is the most reliable mechanism, whereas branch self-attention is most useful for large, spatially complex functional inputs, whereas branch self-attention is most useful for large, spatially complex functional inputs.

Amar Alem Koric, Qi-Bang Liu, S. Koric · 0 citations