A comprehensive study on estimating higher heating value of biomass from proximate and ultimate analysis with machine learning approaches

Predictive single-step kinetic model of biomass devolatilization for CFD applications: A comparison study of empirical correlations (EC), artificial neural networks (ANN) and random forest (RF)

Estimating biomass major chemical constituents from ultimate analysis using a random forest model

Predicting kinetic parameters for coal devolatilization by means of Artificial Neural Networks

Prediction of product distributions in coal devolatilization by an artificial neural network model

Universal Devolatilization Process Model for Numerical Simulations of Coal Combustion