A Semi-Discrete Optimal Transport Scheme for the 3D Incompressible Semi-Geostrophic Equations
Abstract
We describe a mesh-free three-dimensional numerical scheme for solving the incompressible semi-geostrophic equations based on semi-discrete optimal transport techniques. These results generalise previous two-dimensional implementations. The optimal transport methods we adopt are known for their structural preservation and energy conservation qualities and achieve an excellent level of efficiency and numerical energy-conservation. We use this scheme to generate numerical simulations of an important cyclone benchmark problem. To our knowledge, this is the first fully three-dimensional simulation of the semi-geostrophic equations, evidencing semi-discrete optimal transport as a novel, robust numerical tool for meteorological and oceanographic modelling.
Keywords
Cite
@article{arxiv.2411.00575,
title = {A Semi-Discrete Optimal Transport Scheme for the 3D Incompressible Semi-Geostrophic Equations},
author = {Théo Lavier},
journal= {arXiv preprint arXiv:2411.00575},
year = {2026}
}