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.
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We will take your brand, brochure, website, campaign and essential marketing tools to the next level. Designed for the residential, commercial leasing and investment property markets. C.S.W. and H.D.F. carried out the majority of the modeling and experimental work. J.X.X. designed modeling approaches and supervised the research. All authors interpreted the results and contributed to writing the paper.
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