Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs

Oceananigans v0.36.0 Diff since v0.35.0 This release coincides with the publication of the Oceananigans.jl Journal of Open Source Software (JOSS) paper. Changelog: Simplified boundary condition interface, types, and constructors. See the "boundary conditions" section under "Model setup" in the documentation for updated examples. Support for a NonTraditionalBetaPlane Coriolis force implementation. The AnisotropicBiharmonicDiffusivity closure now works properly in closed domains with zero Flux boundary conditions, as higher-order boundary conditions are enforced. Bug fix: Appending to NetCDF files with NetCDFOutputWriter works now. Bug fix: Computations of abstract operations compute the right end point of face-centered fields along bounded dimensions. Bug fix: Averages with_halos=false return results with the correct dimensions for face-centered results along bounded dimensions. Small bug fixes for show methods. Breaking changes: When constructing a NetCDFOutputWriter, use mode="c" instead of clobber=true and mode="a" instead of clobber=false. Closed issues: More streamlined interface for boundary functions? (#769) Return of the multiple of 16 bug (#780) When printing an AbstractOperation, the tree should be indented for readability (and without newline separation) (#893) Is the warning "This simulation will recalculate the time step every iteration which can be slow" correct? (#903) Wrong size for averages with halos of face-centered fields along bounded dimensions (#906) Computations do not compute the right end point faces of bounded dimensions (#908) Cannot append to NetCDF file even with clobber=false (#913) Docs for 0.35.0 seem to be missing (#917) Merged pull requests: Journal of Open Source Software paper (#564) (@ali-ramadhan) Output writer "diagnostic dependencies" (#886) (@glwagner) Convenience kwargs in JLD2OutputWriter constructor for averaging output (#887) (@glwagner) Simplifies boundary condition interface, types, and constructors (#894) (@glwagner) Non-traditional β plane (#899) (@ali-ramadhan) Generalizes halo filling for flux boundary conditions (#904) (@glwagner) Nicer Base.show for abstract operations (#905) (@ali-ramadhan) Fix size for averages with halos of face-centered fields along bounded dimensions (#907) (@ali-ramadhan) Update test to also catch multiple of 16 bug (#909) (@ali-ramadhan) Fix computation work layout for faces along bounded dimensions (#910) (@ali-ramadhan) Fix typo in AnisotropicBiharmonicDiffusivity docstring (#911) (@navidcy) Fix appending to NetCDF file (#915) (@ali-ramadhan) Bump v0.36.0 (JOSS release) (#916) (@ali-ramadhan