This paper presents a methodology for predicting the mechanical properties of welded joints by simulating the heat affected zone (HAZ) using COMSOL Multiphysics. The study includes a comparison between simulated microstructures and those produced through a real welding process, concluding that the simulator can effectively determine mechanical properties of welds. The results align with existing literature on the mechanical properties of API 5L X80 steel.