Bayesian optimization-guided machine learning models for bio-oil yield prediction from lignocellulosic biomass pyrolysis
Ricardo Ervilha, Deivid Campos, Bruno da Silva Macêdo, Daniel Assumpção Bertuol, Eduardo Hiromitsu Tanabe, Zaher Mundher Yaseen, Matteo Bodini, Camila Martins Saporetti, Leonardo Goliatt
Topics & Concepts
Lignocellulosic biomassBiomass (ecology)Yield (engineering)PyrolysisBayesian optimizationPulp and paper industryBiochemical engineeringBiofuelProcess engineeringMachine learningEnvironmental scienceComputer scienceEngineeringMaterials scienceAgronomyChemical engineeringWaste managementComposite materialBiologyThermochemical Biomass Conversion ProcessesBiofuel production and bioconversionForest Biomass Utilization and Management