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Author

Petr Pantyukhov

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Open access Jul 2026

Machine Learning-Based Optimization of Mechanical and Morphological Performance of Polylactic Acid Nanocomposites with Lignin Nanoparticles

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 from black pine using a deep eutectic s...

E. Imren, Deniz Aydemir, A. Kuzmin et al. · 0 citations

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