novel BEMs system with real-time interactivity based on XR, hereafter referred to as XR–BEM, which is [...] responses while maintaining acceptable accuracy. Based on these considerations, this research proposes [...] training an initial rapid-response surrogate model based on Graph Neural Networks. Finally, the surrogate