In the last five years, there has been tremendous growth in machine learning and artificial
intelligence as applied to polymer science. Here, we highlight the unique challenges …

Soft matter with diverse functionalities that are easily designable has fascinated tremendous
research interests in the past several decades. Nevertheless, the inherent confluence of time …

Conjugated polymers have garnered significant attention due to their diverse applications in
electronics, photonics, and energy storage. However, realizing their full potential poses a …

Machine learning (ML) is having an increasing impact on the physical sciences,
engineering, and technology and its integration into molecular simulation frameworks holds …

Abstract Machine learning is increasingly being applied in polymer chemistry to link
chemical structures to macroscopic properties of polymers and to identify chemical patterns …

In industrial extrusion processes, increasing shear rates can lead to higher production rates.
However, at high shear rates, extruded polymers and polymer compounds often exhibit melt …