Covariance-based smoothed particle hydrodynamics. A machine-learning application to simulating disc fragmentation

Eraldo Pereira Marinho

A PCA-based, machine learning version of the SPH method is proposed. In the present scheme, the smoothing tensor is computed to have their eigenvalues proportional to the covarianc…