“…Welding metals is a process that includes heating and cooling cycles, which strongly influences chemical-metallurgical reactions in liquid metal, phase transformations, grain growth, and therefore final material mechanical properties [12]. To better understand the mechanisms taking place during WAAM and to minimize the costs of experimental investigations at the same time, a simulation approach is eagerly applied, where not only finite element models [11,[13][14][15][16][17], but also neural networks [16,18,19] or mathematical [20], recursive models [21] are increasingly used. However, to accurately simulate the final properties of the part obtained by the WAAM process, a realistic heat source shape and distribution is necessary [22].…”