Staged Depth Training introduces a representation curriculum that explicitly learns and progressively refines representations for PINNs.
Read the original at arxiv.org→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...
Original headline: "Staged Depth Training: A Representation Curriculum for PINNs"
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- Sep 28, 04:00 UTC arXiv cs.LG lead source Staged Depth Training: A Representation Curriculum for PINNs