The electrode functional metrics that we consider in this work are density, porosity, and tortuosity factor, and are calculated with the dried electrode microstructure obtained after the slurry drying simulation and prediction. These metrics allow us to compare the geometrical and physical characteristics of the predicted dried electrode microstructures with the purely physicsbased generated ones (DEM). Electrode functional metrics are calculated with GeoDict 2024 (Math2Market). Prior the functional metrics calculation, a voxelization algorithm must be applied in order to segment the different electrode microstructure components. In this case, a voxel grid composed of 76 × 76 × 124 voxels is generated with a voxel dimension of 0.4 μm on each side. Given the spatial coordinates of all particles of the dried electrode microstructure we can determine in which voxel they fall into. Then, a value is given to each one of the voxels according to the type of material laying in them in the original microstructure. These values are defined in the following way: 0 for pores, 1 for CBD, and 2 for AM particles.