Numerical analysis and multilayer perceptron prediction of proppant distribution in multi-cluster perforated horizontal wells

Key Points

• Proppant distribution challenges can be addressed with numerical analysis techniques, enhancing extraction efficiency.
• Data-driven multilayer perceptron models significantly improve prediction accuracy for proppant placement within wells.
• Numerical analysis performed on simulated models shows clear insights into proper proppant distribution strategies.
• The findings highlight potential for better resource management, suggesting new pathways for field applications.