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  • Machine learning for materials discovery = numerical recipes and practical applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Machine learning for materials discovery/ by N. M. Anoop Krishnan, Hariprasad Kodamana, Ravinder Bhattoo.
    其他題名: numerical recipes and practical applications /
    作者: Krishnan, N. M. Anoop.
    其他作者: Kodamana, Hariprasad.
    出版者: Cham :Springer International Publishing : : 2024.,
    面頁冊數: xx, 279 p. :ill., digital ;24 cm.
    內容註: Part I: Introduction -- Part II: Basics of Machine Learning Methods -- Introduction to Data-Based Modeling -- Model Development -- Introduction to Machine Learning -- Quick Dive into Probabilistic Methods -- Optimization -- Part III: Application in Glass Science -- Property Prediction -- Glass Discovery -- Understanding Glass Physics -- Atomistic Modeling -- Future Directions.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-3-031-44622-1
    ISBN: 9783031446221
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