Automated Data-Efficient Symbolic Regression for Interpretable Bioprocess Model Development.
The results demonstrated that independently identifying individual kinetic terms was crucial for recovering the ground-truth model, while refining SR-generated candidates through a novel local iterative structural correction strategy significantly improved convergence to the true kinetic expressions, surpassing model-b...