This talk will cover ClimaCore.jl: a suite of tools for building spatial discretizations, primarily aimed at weather and climate modeling applications. It provides a high-level interface for composing multiple operators and functions, and are compatible with the SciML suite of differential equations solvers.
The Climate Modelling Alliance (CliMA) is building ClimateMachine.jl, a modern earth system model that can learn from data. On a technical side, we are developing the model entirely in Julia, using distributed parallelism with both GPU and CPU architectures.
ClimaCore.jl is a suite of tools we are building for our next iteration of Climate Machine.