| CPC G01N 29/4472 (2013.01) [G01N 29/041 (2013.01); G01N 29/4481 (2013.01); G01N 2291/02818 (2013.01)] | 16 Claims |

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1. A method comprising:
exposing, via a surface acoustic wave (SAW) wedge transducer or an ultrasonic transducer, a material sample having different material granularities to one or more nondestructive stimuli;
measuring, via a laser device, a response of the material sample to the one or more nondestructive stimuli; and
analyzing the measurement of the response with a scale-aware single- or multi-physics model to identify anomalies in the measurement as compared to an expected response of the material sample to the one or more nondestructive stimuli, wherein:
the scale-aware single- or multi-physics model is based on at least one of a specific length scale or a specific time scale; and
the scale-aware single- or multi-physics model comprises governing equations comprising scale-agnostic first principles and scale-aware phenomenological laws that must hold over any finite or infinitesimal regions in a space or a time, and the scale-aware phenomenological laws are single- or multi-physics constitutive or interaction laws that must be learned from data at the at least one of the specific length scale or the specific time scale.
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