Young-Ha Si

Predicting lignin removal from bark-inclusive mixed-species wood chips via ensemble machine learning

This study investigated the prediction of lignin removal from mixed-species wood chips (oak and pine) containing bark. A two-stage pretreatment consisting of steam explosion (SE) and alkaline (NaOH) treatment was employed, and a dataset was constructed by systematically varying severity factors, bark inclusion, chemica...