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photonic crystals and metamaterials to high-quality optical resonators. We investigate the fundamental physics associated with such interactions, which are enhanced through optical field confinement in
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physical signatures of learned tasks. Exploring expressiveness, capacity, and continual learning in physical systems. This position is theoretical and computational in nature, with opportunities
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