Prediction of rock fracture toughness using a physics-integrated transformer model

Key Points

• Prediction of rock fracture toughness shows improved accuracy with this physics-integrated transformer model.
• The model effectively combines machine learning and physics-based principles, enhancing the understanding of mechanical properties.
• Using a physics-integrated transformer model allows for a more accurate prediction of rock behavior in various conditions.
• This approach may enable more reliable assessments in geotechnical engineering, highlighting its practical relevance.