The seismic hazard presented by earthquakes necessitates the development of innovative engineering solutions to construct earthquake-tolerant structures. Advanced architectural designs incorporate a range of strategies, such as advanced materials like fiber-reinforced concrete and shape memory alloys. These materials possess exceptional durability