The artificial intelligence-based prediction of the mechanical properties derived from the
tensile test plays a key role in assessing the application profile of new polymeric materials …

Thermoplastic polyurethanes (TPUs) are useful materials for numerous applications due in
part to their outstanding resilience and ability to dissipate energy under large mechanical …

The glass transition temperature (T g) is a fundamental characteristic of an amorphous
polymer. A quantitative structure-property relationship (QSPR) based on error back …

Abstract Polyurethanes were prepared from 4, 4′-methylenebis (phenyl isocyanate)(MDI),
1, 4-butanediol (BD), and poly (tetrahydrofurane) polyether polyol (PTHF) by melt …

Understanding and controlling the morphology of thermoplastic polyurethane (TPU) is
crucial, as it is closely linked with its thermal and mechanical properties. The morphology of …

The recent successes of the Materials Genome Initiative have opened up new opportunities
for data-centric informatics approaches in several subfields of materials research, including …

Temperature-memory polymers are able to generate a substantial mechanical response
when heated above the temperature, at which a preceding deformation was carried out …

Polyhydroxyalkanoates (PHAs) are an emerging type of bioplastic that have the potential to
replace petroleum-based plastics. They are biosynthetizable, biodegradable, and …

This paper presents one of the soft computing methods, specifically the artificial neural
network technique, that has been used to model the temperature dependence of dynamic …

The phase behavior of polymers in solution is crucial to many applications in polymer
processing, synthesis, self-assembly, and purification. Quantitative prediction of polymer …