ANN-based prediction of equilibrium gas composition and carbon yield in methane pyrolysis and reforming methods

ANN accurately reproduces equilibrium predictions and generalizes well to unseen conditions, demonstrating robust performance and broad applicability across diverse methane reforming processes.