Artificial neural networks in materials science application

被引:4
|
作者
Yu, Zhang Wen [1 ]
机构
[1] Luoyang Ship Mat Res Inst, Luoyang, Peoples R China
关键词
artificial neural networks; materials science; Application; CORROSION; PREDICTION; STEEL;
D O I
10.4028/www.scientific.net/AMM.20-23.1211
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Because but the artificial neural networks has the strong non-linear problem handling ability also the fault tolerance strong obtains the widespread application in the materials science. This article to its material design, the material preparation craft optimizes, the plastic processing, the heat treatment, the compound materials, corrode, domain and so on casting applications have carried on the discussion.
引用
收藏
页码:1211 / 1216
页数:6
相关论文
共 50 条
  • [1] The use of artificial neural networks in materials science based research
    Sha, W.
    Edwards, K. L.
    MATERIALS & DESIGN, 2007, 28 (06): : 1747 - 1752
  • [2] Application of Artificial Neural Networks for Defect Detection in Ceramic Materials
    Akinci, Tahir Cetin
    Nogay, H. Selcuk
    Yilmaz, Ozgur
    ARCHIVES OF ACOUSTICS, 2012, 37 (03) : 279 - 286
  • [3] A short introduction to neural networks and their application to Earth and Materials Science
    Fanelli, Duccio
    Bindi, Luca
    Chicchi, Lorenzo
    Pereti, Claudio
    Sessoli, Roberta
    Tommasini, Simone
    RENDICONTI LINCEI-SCIENZE FISICHE E NATURALI, 2024, 35 (04) : 881 - 892
  • [4] Neural networks in materials science
    Bhadeshia, HKDH
    ISIJ INTERNATIONAL, 1999, 39 (10) : 966 - 979
  • [5] Using artificial neural networks for mapping of science and technology: Application to patents analysis
    Lamirel, JC
    Toussaint, Y
    Francois, C
    Polanco, X
    8TH INTERNATIONAL CONFERENCE ON SCIENTOMETRICS AND INFORMETRICS, VOLS 1 AND 2 - ISSI-2001, PROCEEDINGS, 2001, : 339 - 353
  • [6] Performance of neural networks in materials science
    Bhadeshia, H. K. D. H.
    Dimitriu, R. C.
    Forsik, S.
    Pak, J. H.
    Ryu, J. H.
    MATERIALS SCIENCE AND TECHNOLOGY, 2009, 25 (04) : 504 - 510
  • [7] Neural networks and information in materials science
    Department of Materials Science and Metallurgy, University of Cambridge, Cambridge CB2 3QZ, United Kingdom
    Stat. Anal. Data Min., 2009, 5 (296-305): : 296 - 305
  • [8] Artificial neural networks in Mossbauer material science
    DeSouza, PA
    Garg, VK
    CZECHOSLOVAK JOURNAL OF PHYSICS, 1997, 47 (05) : 513 - 516
  • [9] Applications of Artificial Neural Networks in Medical Science
    Patel, Jigneshkumar L.
    Goyal, Ramesh K.
    CURRENT CLINICAL PHARMACOLOGY, 2007, 2 (03): : 217 - 226
  • [10] Artificial neural networks and their application to weapons
    Webster, Willard P., 1600, (103):