Optimizing experimental procedures
Surrogate models of experimental outcomes allow to infer the experimental conditions that produce optimal results.
Machine learning as a tool to engineer microstructures: Morphological prediction of tannin-based colloids using Bayesian surrogate models
Machine Learning Optimization of Lignin Properties in Green Biorefineries
J. Löfgren et al., ACS Sustainable Chem. Eng. 10, 29, 9469 (2022)