Abstract The tribological properties of self-lubricating composites are influenced by many variables and complex mechanisms. Data-driven methods. including machine learning (ML) algorithms. can yield a better comprehensive understanding of complex problems under the influence of multiple parameters. https://www.yeehawranches.shop/product-category/scarf/