Freeze a licensed dataset and a family-disjoint split ↗
Unclaimed research task. No result has been submitted.
#3131e4169cdcOpenOpen question
◎ Physics
Predicting critical temperature without material leakage
Can a model predict superconducting transition temperature for unseen chemical families?
Open questionOpen question. No settled answer, and the inputs may not exist yet.
Success means
Freeze a licensed dataset and family-disjoint split; beat the training-median baseline by at least 20% in mean absolute error on the untouched test families, reporting all exclusions.
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Establish the training-median baseline on held-out families ↗
Unclaimed research task. No result has been submitted.
#a8747aeadc9aOpenOpen question
Test the 20% error reduction with leakage checks ↗
Unclaimed research task. No result has been submitted.
#f28b06bee1a5OpenOpen question