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

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eess.IV2026

HPC-Enabled Video-based Coastal Wave Parameter Estimation Using V-JEPA and Deep Spatiotemporal Learning

Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +3

The paper introduces an HPC‑enabled deep learning system that estimates five coastal wave parameters from monocular video using a self‑supervised ViT backbone, dual‑stream temporal…