| Study of Properties of Intermetallic Compounds of Rare Earth Metals by Artificial Neural Networks |
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| 引用本文： | 严六明,詹千宝,钦佩,陈念贻.Study of Properties of Intermetallic Compounds of Rare Earth Metals by Artificial Neural Networks[J].中国稀土学报(英文版),1994(2). |
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| 作者姓名： | 严六明 詹千宝 钦佩 陈念贻 |
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| 作者单位： | Shanghai Institute of Metallurgy，Academia Sinica，Shanghai 200050，China |
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| 摘 要： | ＹａｎＬｕ－Ｍｉｎｇ；（严六明）；ＺｈａｎＱｉａｎ－Ｂａｏ；（詹千宝）；ＱｉｎＰｅｉ；（钦佩）；ＣｈｅｎＮｉａｎ－Ｙｉ；（陈念贻）（ＳｈａｎｇｈａｉＩｎｓｔｉｔｕｔｅｏｆＭｅｔａｌｌｕｒｇｙ，ＡｃａｄｅｍｉａＳｉｎｉｃａ，Ｓｈａｎｇｈａｉ２０００５０...
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Study of Properties of Intermetallic Compounds of Rare Earth Metals by Artificial Neural Networks |
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| Yan Lu-Ming, Zhan Qian-Bao, Qin Pei, Chen Nian-Yi,.Study of Properties of Intermetallic Compounds of Rare Earth Metals by Artificial Neural Networks[J].Journal of Rare Earths,1994(2). |
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| Authors: | Yan Lu-Ming Zhan Qian-Bao Qin Pei Chen Nian-Yi |
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| Abstract: | The results of an expert system of lanthanide intermetallic compounds using artificial neural networks and chemical bond parameter method were reported. Two pattern recognition neural models, one for prediction of the occurrence of 1 : 1 lanthanide intermetallic compounds with CsClstructure and the other for prediction of congruent or incongruent melting types, were developed. Four regression neural models were also developed for prediction of melting point of these compounds. In order to get rid of overfitting, cross-vahdation method was used for the neural models. And satisfactory results were obtained in all of the neural models in this paper. |
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| Keywords: | Artificial neural network Chemical bond parameter Rare earths Intermetallic compound Expert system |
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