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Staged Depth Training: A Representation Curriculum for PINNs

arXiv:2609.30299v1 Announce Type: new Abstract: Representation quality is a central determinant of PINNs' performance, yet standard training leaves representations to emerge implicitly while fitting the final solution. We introduce \textbf{representation curriculum}, an ordered process in which rep…

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  1. 2026-09-28 04:00 · arXiv cs.LG
    Staged Depth Training: A Representation Curriculum for PINNs

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