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#machine learning Preprint Aug 2026

Condition aware learning enables robust prediction of oligonucleotide melting behavior across diverse chemistries and assay conditions

This work provides a scalable framework for predicting oligonucleotide melting behavior across diverse chemistries and assay conditions, supporting more reliable molecular assay design and demonstrating that learned sequence representations can complement classical thermodynamic models by capturing context-dependent ef...

Danielle L. Ferreira, Li-Feng Lin, Adam Aslam et al. · 0 citations

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