EXPLORING HIGH-PERFORMANCE VISCOSITY INDEX IMPROVER POLYMERS VIA HIGH-THROUGHPUT MOLECULAR DYNAMICS AND EXPLAINABLE AI

Exploring high-performance viscosity index improver polymers via high-throughput molecular dynamics and explainable AI

Abstract Data-driven material innovation has the potential to revolutionize the traditional Edisonian process and significantly shorten development cycles.However, the scarcity of data in materials science and the poor interpretability of machine learning pose serious obstacles to the Wall Art adoption of this new paradigm.Here, we propose a pipeli

read more


American model of industrial areas revitalization

Chronological and structural analysis of USA government policy to Dish Brushes old industrial areas (OIRs) in the end of 20th - the beginning of the 21th centuries is carries out.Authors mark out government policy main stages and determine the role of different level authorities in OIRs revitalization.Research results demonstrate the federal govern

read more