Uncertainty-aware prediction of the glass transition temperature of aliphatic polycarbonates using ensemble machine learning (opens in new tab)

Sustainable polymers are often designed to be degradable or recyclable via low-energy, low-CO₂-emission pathways while demonstrating high physical properties comparable to those of conventional plastics. Aliphatic polycarbonates (APCs), studied as functionalized degradable polymers, are promising candidates for use as sustainable materials. However, enhancing their physical properties remains essential. Polymer properties depend on various factors, including chemical structure, molecular weig...