Neural PDE discovery: median threshold and error bounds influence support selection and diffusion recovery in exact two-signal retention and vector perturbation analyses.
Read the original at arxiv.org→arXiv:2610.37726v1 Announce Type: new Abstract: Accurate regression need not yield the correct equation after support selection. For a median/sample-standard-deviation threshold in neural PDE discovery, we derive an...
Original headline: "Threshold Compatibility and Support-Selection Diagnostics in Neural Discovery of Partial Differential Equations"
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- Oct 30, 04:00 UTC arXiv cs.LG lead source Threshold Compatibility and Support-Selection Diagnostics in Neural Discovery of Partial Differential Equations