A research group has developed SPACIER, an advanced polymer material design tool that integrates machine learning with ...

The structures of equipment such as lathes, milling machines, coordinate-measuring machines, and pump bases are typically cast-iron or steel weldments. The iron-casting process produces a rough ...

Machine learning, a tool increasingly used for the discovery and design of new materials, has now been adopted by researchers to design polymer brush films with desirable protein adsorption properties ...

Polymer brush films consists of monomer chains grown in close proximity on a substrate. The monomers, which look like “bristles” at the nanoscale, form a highly functional and versatile coating such ...