crossrefPolymers2026-07-24
Machine Learning-Based Optimization of Mechanical and Morphological Performance of Polylactic Acid Nanocomposites with Lignin Nanoparticles
Erol Imren, Deniz Aydemir, Anton Kuzmin, Sezgin Koray Gülsoy, Ömer Ümit Yalçın, Yasemin Şimşek Türker, et al.
This study investigates machine learning-based optimization of the mechanical properties of environmentally friendly biopolymer nanocomposites produced by incorporating lignin nanoparticles (NLPs) and maleic anhydride (MA) into a polylactic acid (PLA) matrix. Lignin was extracted…