Open access
Aug 2026
A feature-centric predictive and sensitivity analysis framework for bio-oil yield assessment in biomass pyrolysis
Accurately predicting bio-oil yield from biomass pyrolysis is a real challenge due to nonlinear interactions between feedstock physicochemical properties and operating conditions. In addition, high feature dimensionality, uncertainties in experimental measurements, and multicollinearity make prediction accuracy and int...
S. Almansour, L. Alkwai, Kusum Yadav et al.
· Scientific Reports · 0 citations