Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making

arXiv:2604.14240v1 Announce Type: new Abstract: The simulation of complex systems increasingly relies on sophisticated but fundamentally opaque computational blackbox simulators.