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20202025
most citedRandom Forest Classifier Based Prediction of Rogue waves on Deep Oceans

2 citations · 4 across the 5 of their papers we have counts for

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physics.ao-ph2021★ 2 cited

A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters

Pujan Pokhrel

In this paper, we propose a Light Gradient Boosting (LightGBM) to forecast dominant wave periods in oceanic waters. First, we use the data collected from CDIP buoys and apply vario…

physics.ao-ph2021

Machine Learning in weakly nonlinear systems: A Case study on Significant wave heights

Pujan Pokhrel

This paper proposes a machine learning method based on the Extra Trees (ET) algorithm for forecasting Significant Wave Heights in oceanic waters. To derive multiple features from t…