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Prediction of higher heating value of hydrochars using Bayesian optimization tuned Gaussian process regression based on biomass characteristics and process conditions

Esma Yeliz Kaya, Imtiaz Ali, Zeynep Ceylan, Selim Ceylan, Selim Ceylan

2023Biomass and Bioenergy34 citationsDOI

Topics & Concepts

Mean squared errorKrigingGaussian processHyperparameterStatisticsBayesian optimizationHydrothermal carbonizationRegressionBayesian probabilityMathematicsGaussianCoefficient of determinationComputer scienceBiological systemChemistryAlgorithmArtificial intelligenceBiologyAdsorptionComputational chemistryCarbonizationOrganic chemistryThermochemical Biomass Conversion ProcessesBiofuel production and bioconversionEnergy and Environment Impacts
Prediction of higher heating value of hydrochars using Bayesian optimization tuned Gaussian process regression based on biomass characteristics and process conditions | Litcius