Simulation Results from Phase-Field Study on Electrodeposited Coatings

These files form the simulation dataset of the Phase-Field Study on Electrodeposited Coatings. Each row corresponds to a single simulation result. The first 10 columns (i.e.: Noise, c_0, c_s, L_eta, kappa, gamma_{NP}, gamma^{sigma}_{NP}, gamma_{nuc}, eta, D_e) are the model variables used in the simulation (input features) and the last 5 columns (v, width_max-min_rel, height_max-min_rel, width_min_rel, columnar_growth) are descriptors of such simulation (targets). v is the velocity of the solidification front during the simulation, width_max-min_rel is the relative diference in width between the thicker and thinner grains with respect to the box size, width_min_rel is the relative size of the thinner grain at the end of the simulation, height_max-min_rel is the relative diference in size between the larger and smaller grains with respect to the box size in the dirrection perpendicular to the solidification front. columnar_growth is a boolean that indicates if columnar growth has been observed. Columnar growth was identified when at least one of the following conditions was satisfied: one or more grains exhibited negative lateral growth, indicating shrinkage or suppression by neighboring grains; there was a strong disparity in lateral growth between grains, reflected by a large normalized width spread (the difference between the most dominant grain and the most suppressed grain accounts for more than 50% of the total lateral growth); or there was a pronounced anisotropy along the growth direction, indicated by a large normalized height spread, when the difference between the fastest-growing and slowest-growing grains in the growth direction accounts for more than 70% of the total vertical growth. Otherwise, the microstructure has been classified as non-columnar.