“…According to the U.S. Air Force AVIP (Avionics Integrity Program), more than 20% of electronic product failures are attributed to vibration and shock, with solder joint failures being the most common [1,2]. Numerous studies have analyzed the stress and lifespan of solder joints in various environments [3,4,5,6,7,8,9,10,11], with most research utilizing the finite element method to evaluate the impact factors and lifespan of solder joints under vibration [12,13,14,15,16,17,18]. Some studies have also focused on parameter optimization for solder joints [19,20,21,22], employing various optimization methods [23,24,25].…”