1 Introduction Driven by the escalating global demand for clean, efficient, and sustainable energy, the research and development of Generation IV nuclear energy systems has emerged as a pivotal focus within the nuclear engineering domain [1-3]. The historical evolution of nuclear reactor technologies is shown in Figure 1. As shown in Figure 1a, the Magnox reactor represents the first-generation design, typically utilizing graphite as the moderator and carbon dioxide as the coolant.
