A class of high-resolution algorithms is developed for advection of a scalar quantity in a given incompressible flow field in one, two, or three space dimensions. Multidimensional transport is modeled ...

A range of machine learning algorithms were evaluated: Linear Regression, Lasso, Ridge, Decision Trees, Random Forest, Support Vector Regression (SVR), XGBoost, and KNeighbors Regressor.