Quantifying physics-informed causal pathways in flow-induced vibration heat transfer enhancement through spectral dynamics and mediation analysis. - Xiaohang Qu; Pengjiang Guo; Qianjian Guo; Xiaoni Qi (Eng. Appl. Artif. Intell., 2026)