manila-bay

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kerwinarlan / surge-surrogate

SurgeSurrogate - fast ML surrogate for storm surge forecasting in Manila Bay. XGBoost replaces hours of hydrodynamic simulation with sub-millisecond predictions, trained on typhoons Ketsana, Nesat, Rammasun, Vamco.

python machine-learning gradient-boosting storm-surge flood-forecasting tropical-cyclones manila-bay

Updated Aug 12, 2026
Python

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