Double-tough and ultra-strong ceramics: leveraging multiscale toughening mechanisms through Bayesian optimization

Key Points

• Enhanced toughness in ceramics is achieved through innovative toughening mechanisms, enabling their wider application.
• The Bayesian optimization framework allows for efficient exploration of multiscale toughening processes, potentially leading to superior material properties.
• Analysis of multiscale toughening methods demonstrates their effectiveness in enhancing ceramic strength and durability.
• Further exploration and optimization of these mechanisms may result in significant advancements in ceramic applications across industries.