Publications

(2025). Convfeatnet Ensemble: Integrating Microstructure and Pre-Defined Features for Enhanced Prediction of Porous Material Properties. Materials Science and Engineering: A.

(2022). Stochastic Micromechanical Damage Model for Porous Materials under Uniaxial Tension. Journal of Materials in Civil Engineering.

(2021). EBOD: An ensemble-based outlier detection algorithm for noisy datasets. Knowledge-Based Systems.

(2021). Using machine learning to predict concrete's strength: Learning from small datasets. Engineering Research Express.

(2020). Predicting Concrete’s Strength by Machine Learning: Balance between Accuracy and Complexity of Algorithms. Materials Journal.