Polymer property prediction is a critical task in polymer science. Conventional approaches typically rely on a single data modality or a limited set of modalities, which constrains both predictive ...

The complexity and diversity of polymer topologies, or chain architectures, present substantial challenges in predicting and engineering polymer properties. Although machine learning is increasingly ...

From clean water and healthcare to infrastructure, energy storage and sustainability, society needs innovative material ...

Scientists often seek new materials derived from polymers. Rather than starting a polymer search from scratch, they save time and money by blending existing polymers to achieve desired properties. But ...

Researchers' new polymer strategy shifts a centuries-old engineering paradigm with a molecular design that doesn't sacrifice stretchability for stiffness. Researchers at the University of Virginia ...

Scientists solve a long-standing block copolymer research conundrum through polymer chain end modifications. The study garners substantial academic attention by achieving tangible manifestations of ...

Polymer materials play an increasingly important role in a variety of industrial applications, thanks to their distinct physical and chemical properties. Among their key mechanical characteristics, ...

In the dynamic realm of materials science, polymer nanocomposites have emerged as a revolutionary class of materials with unparalleled versatility and performance. From automotive engineering to ...

These 'polymer alloy' composition changes have enabled the creation of materials with optimized toughness, processability, chemical resistance, and cost structures. Polymer blends and polymer alloys ...

The polymers can be further enhanced to function in demanding environments, such as aerospace applications, while maintaining environmental sustainability. "The new class of polymers with high energy ...

Polymer nanoparticles formed by polymerization-induced self-assembly inhibited ice recrystallization primarily through their ...

2D polymers are a novel class of nanomaterials that combine the structural features of polymers with the two-dimensional geometry of graphene and other 2D materials. These polymers consist of ...