On December 22, 2020, Park, Nathaniel H.; Zubarev, Dmitry Yu.; Hedrick, James L.; Kiyek, Vivien; Corbet, Christiaan; Lottier, Simon published an article.Safety of 1,3-Diphenylurea The title of the article was A Recommender System for Inverse Design of Polycarbonates and Polyesters. And the article contained the following:
The convergence of artificial intelligence and machine learning with material science holds significant promise in rapidly accelerating the development timelines of new high-performance polymeric materials. Within this context, we report an inverse design strategy for polycarbonate and polyester discovery based on a recommendation system that proposes polymerization experiments that are likely to produce materials with targeted properties or characteristics. Following the recommendations of the system driven by the historical ring-opening polymerization results, we carried out experiments targeting specific ranges of monomer conversion and dispersity for polyesters or polycarbonates. The results of the experiments were in close agreement with the recommendation targets with few false negatives or positives obtained for each class. The experimental process involved the reaction of 1,3-Diphenylurea(cas: 102-07-8).Safety of 1,3-Diphenylurea
The Article related to recommender system design polycarbonate polyester, Chemistry of Synthetic High Polymers: Ring-Opening and Other Polymerizations and other aspects.Safety of 1,3-Diphenylurea
Referemce:
Amide – Wikipedia,
Amide – an overview | ScienceDirect Topics