61 citations · 101 across the 6 of their papers we have counts for
6 papers
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…
Sediment transport under oscillatory flows
Giovanna Vittori, Paolo Blondeaux, Marco Mazzuoli +2
The results of Direct Numerical Simulations of the oscillatory flow over a cohesionless bed of spherical particles, mimicking sediment grains, are described. The flow around the se…
Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans
Pujan Pokhrel, Elias Ioup, Md Tamjidul Hoque +2
In this paper, we present a novel approach for the prediction of rogue waves in oceans using statistical machine learning methods. Since the ocean is composed of many wave systems,…
Interface-resolved direct numerical simulations of sediment transport in a turbulent oscillatory boundary layer
Marco Mazzuoli, Paolo Blondeaux, Giovanna Vittori +3
The flow within an oscillatory boundary layer, which approximates the flow generated by propagating sea waves of small amplitude close to the bottom, is simulated numerically by in…
Direct numerical simulation of the oscillatory flow around a sphere resting on a rough bottom
Marco Mazzuoli, Paolo Blondeaux, Julian Simeonov +1
The oscillatory flow around a spherical object lying on a rough bottom is investigated by means of direct numerical simulations of continuity and Navier-Stokes equations. The rough…
Direct Numerical Simulation of 3D Salt Fingers: From Secondary Instability to Chaotic Convection
Julian A. Simeonov, Melvin E. Stern, Timour Radko
The amplification and equilibration of three-dimensional salt fingers in unbounded uniform vertical gradients of temperature and salinity is modeled with a Direct Numerical Simulat…