A Critical Statistical Re-Evaluation of Photocatalytic Kinetics: Nonlinear Regression Outperforms Linearized Models in the Au/WO₃-Methylene Blue Benchmark System
This study demonstrates that nonlinear regression provides statistically superior and unbiased kinetic modeling for Au/WO₃-catalyzed methylene blue degradation compared to traditional linearized approaches, establishing a rigorous framework for future photocatalytic research.