The CMT model predicted a near 3.4 MHz (S1 mode) for cracks deeper than 2 mm, while surface‑breaking cracks favored the lower‑frequency A0 mode. These predictions guided the Bayesian optimizer to switch modes as the crack grew.
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A pre‑existing fatigue crack (~2 mm) was allowed to grow under cyclic loading (2 × 10⁶ cycles). Wave‑Tune maintained ; the system automatically increased drive voltage and shifted to the SH0 mode when the crack length exceeded 8 mm, keeping the SNR > 15 dB. The last detectable crack size before fracture was 31 mm, with an estimated remaining life of 1.4 × 10⁴ cycles, validated by post‑mortem optical inspection. The CMT model predicted a near 3
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