2 papers
cond-mat.soft2025
AI-assisted design of chemically recyclable polymers for food packaging
Brandon K. Phan, Chiho Kim, Janhavi Nistane +9
Polymer packaging plays a crucial role in food preservation but poses major challenges in recycling and environmental persistence. To address the need for sustainable, high-perform…
cond-mat.mtrl-sci2024
Gas permeability, diffusivity, and solubility in polymers: Simulation-experiment data fusion and multi-task machine learning
Brandon K. Phan, Kuan-Hsuan Shen, Rishi Gurnani +3
Machine learning (ML) models for predicting gas permeability through polymers have traditionally relied on experimental data. While these models exhibit robustness within familiar…