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The Harmonic Revolution: From Celestial Mechanics to Cloud-Native Tidal Prediction

Osemeke, Nkenchor. 2025 The Harmonic Revolution: From Celestial Mechanics to Cloud-Native Tidal Prediction. Southampton, National Oceanography Centre. (National Oceanography Centre Internal Report, 31)

Abstract
This paper presents the redevelopment of NOC’s legacy PyNOCol tidal prediction engine into JuNoCol (Julia NOC Open Library), a modern harmonics and nodal factor prediction system integrated into the MARVE (Marine Forecasting and Visualisation Environment) platform. It outlines the astronomical principles, computational design, and performance benchmarking that achieve scientific parity with previous C++ implementations while introducing modularity, reproducibility, and real-time scalability for marine forecasting applications.
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