Predicting methane production in biochar-assisted anaerobic digestion using random forest and SHAP analysis of multi-study experimental data.
Anaerobic digestion (AD) optimization for enhanced biogas production remains challenging because methane production is governed by complex interactions among substrate characteristics, biochar (BC) properties, and operating conditions. In this study, a literature-derived dataset comprising 623 experimental conditions f...