Michael J. Evans

Synthetic-data-trained deep learning enables quantitative terahertz metrology in pharmaceutical coatings

Terahertz time-domain imaging provides non-destructive access to buried layers in coated materials, yet quantitative inversion of reflection-mode measurements remains challenging because of ill-posed nature of waveform interpretation and the scarcity of experimentally labelled training data. Here we report a physics-...