The sustained evaluation of next-generation high-heat composites demonstrates a challenging relationship between material structure and practical performance. Remarkable degradation mechanisms, such as oxidation, creep, and matrix cracking, impact the extended structural integrity at elevated temperatures. Thus, research is increasingly focused on