Influence of laser parameters on rock damage: an experimental exploration and machine learning-based predictive modeling

Key Points

• Rock damage increases significantly with variations in laser parameters, impacting overall effectiveness.
• The predictive model accurately forecasts rock damage based on laser parameter adjustments with an 85% accuracy.
• Experimental exploration utilized various laser settings to evaluate rock responses under different conditions.
• Findings indicate that optimizing laser parameters can enhance performance, supporting future technological advancements.