| Developing of an expert system for nonferrous alloy design |
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| 作者姓名： | 李义兵 何红波 周继承 李斌 |
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| 作者单位： | Schoolofphysics,CentralSouthUniversity,Changsha410083,China |
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| 摘 要： | Expert systems have been used widely in the predictions and design of alloy systems. But the expert systems are based on the macroscopic models that have no physical meanings. Microscopic molecular dynamics is also a standard computational technique used in materials science. An approach is presented to the design system of nonferrous alloy that integrates the molecular dynamical simulation together with an expert system. The knowledge base in the expert system is able to predict nonferrous alloy properties by using machine learning technology. The architecture of the system is presented.
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| 关 键 词： | 有色合金 专家系统 分子动力学 机器学习 合金设计 |
Developing of an expert system for nonferrous alloy design |
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| LI Yi-bing,HE hong-bo,ZHOU Ji-cheng,LI Bin.Developing of an expert system for nonferrous alloy design[J].Transactions of Nonferrous Metals Society of China,2004,14(4):645-648. |
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| Authors: | LI Yi-bing HE hong-bo ZHOU Ji-cheng LI Bin |
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| Abstract: | Expert systems have been used widely in the predictions and design of alloy systems. But the expert systems are based on the macroscopic models that have no physical meanings. Microscopic molecular dynamics is also a standard computational technique used in materials science. An approach is presented to the design system of nonferrous alloy that integrates the molecular dynamical simulation together with an expert system. The knowledge base in the expert system is able to predict nonferrous alloy properties by using machine learning technology. The architecture of the system is presented. |
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| Keywords: | nonferrous alloy molecular dynamics machine learning expert system |
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