Multiple Grid Cell Calculations#
Thus far, this user guide has focused on box model examples in MUSICA, where the solver treats a single, well-mixed air mass. However, the Solver object in MUSICA includes an important attribute: number_of_grid_cells. This attribute specifies the number of independent, well-mixed air masses (grid cells) whose chemical systems will be solved simultaneously by the same numerical solver.
Here, we will demonstrate how to set up and solve a multi-grid-cell chemical system in MUSICA, building on the concepts introduced in the earlier box model examples. The following libraries will be used:
import musica
import musica.mechanism_configuration as mc
import numpy as np
from scipy.stats import qmc
import dask
from dask import delayed, compute
from dask.distributed import Client
from dask_jobqueue import PBSCluster