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

Oligonucleotide melting temperature is a fundamental determinant of nucleic acid hybridization and underpins the design of molecular diagnostics, polymerase chain reaction assays, and many other biotechnology applications. However, accurately predicting melting behavior remains difficult because it