Predicting Conductivity of Typical Nanocomposite Materials Using Extreme Gradient Boosting Machine Learning: A Comparative Analysis between Optuna and Grid Search Cross-Validation Hyperparameter Tuning

Ryan Tyler, Masengo Ilunga, Arjun Maity, Pramod Sinha. Predicting Conductivity of Typical Nanocomposite Materials Using Extreme Gradient Boosting Machine Learning: A Comparative Analysis between Optuna and Grid Search Cross-Validation Hyperparameter Tuning. In Ana Paula Rocha 0001, Mattias Wahde, H. Jaap van den Herik, editors, Proceedings of the 18th International Conference on Agents and Artificial Intelligence, ICAART 2026 - Volume 5, Marbella, Spain, March 5-7, 2026. pages 3925-3931, SCITEPRESS, 2026. [doi]

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