A machine learning pipline for high-performance Viscosity Index Improver lubricant polymers that enables both high-throughput virtual screening and mathematical mechanism modeling.
Tip
This research achievement has been formally reported in npj Computational Materials, an journal in computational materials science, with the DOI:10.1038/s41524-025-01539-z. 🍻
Tip
The foundational research underpinning this work, titled "“Lubrication Brain-A machine learning framework of lubrication oil molecule design ," was published in Tribology International,. The DOI is https://doi.org/10.1016/j.triboint.2023.108381. 🍻