Yeraldin Vélez-Galvis

Comparative benchmark of machine learning models for predicting perovskite solar cell performance

This study presents a systematic comparative evaluation of five machine learning models, namely Random Forest (RF), Extreme Gradient Boosting (XGB), Artificial Neural Network (ANN), Multilayer Perceptron (MLP), and Support Vector Machine (SVM), for predicting the electrical perfo...