The sustained evaluation of novel high-temperature composites highlights a challenging relationship between material structure and operational performance. Remarkable degradation mechanisms, such as oxidation, creep, and matrix cracking, impact the long-term structural soundness at elevated temperatures. Consequently, study is increasingly directed