Original ResearchPublished 9 July 2026Noise-robust temporal–spectral fusion transformers for EEG-based cognitive state classification in aviation environmentsQuynh Anh Nguyen · Nam Anh Dao · Long NguyenFrontiers in Big Datadoi 10.3389/fdata.2026.1837706