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Study Warns Accurate Regression May Still Misidentify PDEs After Support Selection

A new arXiv paper shows that accurate regression does not guarantee correct equation discovery, analyzing threshold compatibility and support-selection diagnostics in neural PDE discovery using a median/standard-deviation threshold.

Read the full story at arXiv cs.LG ↗

Timeline · 1 report

  1. 2026-10-30 04:00 · arXiv cs.LG
    Threshold Compatibility and Support-Selection Diagnostics in Neural Discovery of Partial Differential Equations

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