The sustained evaluation of next-generation high-heat composites highlights a complex relationship between material structure and operational performance. Significant degradation mechanisms, such as oxidation, creep, and matrix cracking, affect the prolonged structural robustness at elevated temperatures. Thus, research is increasingly focused on d