摘要
Expert systems have been used widely in the predictions and design of alloy syst ems. But the expert systems are based on the macroscopic models that have no phy sical meanings. Microscopic molecular dynamics is also a standard computational technique used in materials science. An approach is presented to the design syst em of nonferrous alloy that integrates the molecular dynamical simulation togeth er with an expert system. The knowledge base in the expert system is able to pre dict nonferrous alloy properties by using machine learning technology. The archi tecture of the system is presented.
Expert systems have been used widely in the predictions and design of alloy syst ems. But the expert systems are based on the macroscopic models that have no phy sical meanings. Microscopic molecular dynamics is also a standard computational technique used in materials science. An approach is presented to the design syst em of nonferrous alloy that integrates the molecular dynamical simulation togeth er with an expert system. The knowledge base in the expert system is able to pre dict nonferrous alloy properties by using machine learning technology. The archi tecture of the system is presented.
出处
《中国有色金属学会会刊：英文版》
CSCD
2004年第4期645-648,共4页
Transactions of Nonferrous Metals Society of China
基金
ProjectsupportedbytheNationalNaturalScienceFoundationofChina
