… prediction can be as crucial as the prediction’s accuracy for chemical applications. The DNN
model belongs to the category of black-box models… of PHA homopolymers and copolymers. …

… developed glass transition temperature (T g ) prediction … -based homopolymers and binary
copolymers were gathered … of the T m and T g prediction models using a principal component …

… predicting the glass transition temperature (T g ) and melting temperature (T m ) of PHA
homopolymers and copolymers. … , in this case, for predicting the glass transition (T g ) and melting …

… glass transition temperature of a series of 58 homopolymers, which exhibit good agreement
with experiments, and 488 copolymers… polymers; for instance, polyhydroxyalkanoate-based …

… of polymers, the glass transition temperature is a key property in … Here, to predict the glass
transition temperatures of polymers, … for improving the models’ prediction. Here, for the tested …

… Predictive modeling of glass transition temperature on polyhydroxyalkanoate homopolymers
and copolymers is developed through … The parametrization of θ in this case is then: θ m …

… PHA homopolymers, we systematically explore these chemical trends for glass-transition
temperature (T g ) in PHA copolymers and … forming copolymers in each case. More specifically, …

… the ML models on the Data set_1 of homopolymers and then evaluate their performances
using the unlabeled homopolymers in … Therefore, we use the polystyrene case as a qualitative …

… Even in homopolymers, this dynamic transition is heterogeneous, and glassy domains on …
The predictive models for T g in polyolefins, polyacrylates, and polyhydroxyalkanoates depend …

… However, it is not the case when it comes to polymer science and engineering, such as …
While the polymers in this study are homopolymers, the framework is general and can be …