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Artificial Analysis benchmarked the Qwen 3.8 Low and Medium models, showing exceptional scores that confirm their success beyond overthinking.
The paper introduces a reference-free instrument to detect and discriminate operator misspecification in hybrid PDE-parameter learning from a single fit, demonstrating its effectiveness on a parabolic inverse problem while separating it from parameter unidentifiability.
TanML is an MIT-licensed automated model-validation toolkit for tabular machine-learning models, designed for regulated environments. The developers seek feedback on its features and reports.