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  1. Taking a brief break from my break: our paper using synthetic ultrasonic data and neural networks to size real thermal-fatigue cracks is out.

    A collaborative effort across #maths, #engineering, #materials #science, #MachineLearning, & imaging — driven by the #maths, naturally. Very proud of the work and the team, especially James Gaffney and Thomas Beckingham, who led it. Thanks to all our co-authors & to #RCNDE & #LeverhulmeTrust for funding it.

    doi.org/10.1016/j.ndteint.2026