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coastal wave monitoring 1high performance computing 1self-supervised learning 1spatiotemporal modeling 1video analysis 1

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cs.AI2026

Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video

Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +2

Direct estimation of physically interpretable periodic signals from raw video constitutes a spatiotemporally grounded learning problem that proves to be difficult especially when f…