ClimateMachine.jl Versions Save

Climate Machine: an Earth System Model that automatically learns from data

v0.1.0

2 years ago

Welcome to the first release of the Climate Machine, a new Earth system model that will leverage recent advances in the computational and data sciences to learn directly from a wealth of Earth observations from space and the ground.

This release contains many important components, including:

  • a distributed, GPU-accelerated dynamical core based on a discontinuous Galerkin (DG) scheme
  • atmospheric models in large-eddy simulation (LES) and global circulation model (GCM) configurations
  • shallow water and ocean-in-a-box models

For more information, please see our documentation.

v0.2.0

3 years ago

Welcome to the second release of the Climate Machine. This release includes the following:

  • Roe and HLLC numerical fluxes for the discontinuous Galerkin (DG) scheme
  • Newton-Krylov nonlinear solver
  • implicit-explicit (IMEX) timestepping
  • stability improvements to the atmospheric global circulation model (GCM) configuration
  • an initial eddy-diffusivity mass-flux (EDMF) implementation
  • a basic soil model, including balance laws for internal energy and water content. These can be run alone or in a coupled mode.
  • support for Julia 1.5

For more information, please see our documentation.