Developing high-dimensional machine learning models to improve generalization ability and overcome data insufficiency for mixed sugar fermentation simulation
Xiaoyan Huang, Tianjie Ao, Xue Zhang, Kai Li, Xin‐Qing Zhao, Verawat Champreda, Weerawat Runguphan, Chularat Sakdaronnarong, Chen‐Guang Liu, Feng‐Wu Bai
Topics & Concepts
GeneralizationBiorefineryXyloseComputer scienceSugarProcess (computing)FermentationMachine learningArtificial intelligenceBiochemical engineeringBiological systemMathematicsBiotechnologyEngineeringChemistryBiochemistryBiofuelBiologyOperating systemMathematical analysisBiofuel production and bioconversionMicrobial Metabolic Engineering and BioproductionGene expression and cancer classification