Advancing Coatings with Polybenzoxazines: Insights into Molecular Design, Synthesis, and Modification Journal of Materials Chemistry C RSC Publishing


Too many of these things will create both sensory and functional overload. Arguably, one of the signature elements of every high-end resort is the selection of tropical textiles. You’ve probably seen one of these rattan and bamboo sets of outdoor furniture.

The sofa will look cramped and cluttered and will create an unpleasant outlook. Similarly, decorative items everywhere will take away from the beauty of the composition instead of enhancing it. A cluttered house, therefore, is difficult to maintain, looks unappealing, and appears much smaller in size.

Modern House Floor Plans

In most cases, high-performance alloys are multi-components. As a result, using P2C model to inversely design the composition does easily encounter the “dimension-increase fitting” mentioned above, and consequently it is difficult to obtain satisfactory compositions. This could be an important reason for the slow progress in inverse design of alloy compositions so far. In order to solve this problem, it is necessary to develop a robust compositional design approach to rapidly and accurately design a reasonable alloy with targeted properties. When the processing conditions are given constantly, the composition is the dominant variable that determines the microstructures and the properties of an alloy. Therefore, we build the BP NN model with the input of UTS and EC and output of alloying elements except Cu, which were shown in Fig.