Then, using this pseudo microstructure as our initial structure, we perform a fixed number of DEM steps (𝑛 𝐷𝐸𝑀 ). By performing a DEM simulation, the microstructure undergoes realistic relaxation, mitigating any unphysical phenomena, such as particle overlaps, which can arise in the initial pseudo prediction coming from the DL. The resulting output from the DEM simulations is our final prediction, in this case, TF = 5. To continue the prediction, now the DL is fed using the following 4 microstructures (TF = 2, 3, 4 and 5), predicting a pseudo microstructure (TF = 6*). Then a fixed number of DEM steps are performed using the pseudo microstructure (TF = 6*) as the initial structure. The resulting output is out TF = 6 final prediction. The procedure is repeated by displacing the 4 microstructures window, predicting the next one until reaching the final dried electrode microstructure, when TF = 21 (Figure ).