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图书信息 书号: 9781493952380 作者: Henry Abarbanel 装帧: 平装-胶订 页数: 238页 出版社: Springer New York 尺寸: 22.9 x 15.2 x 2.5 cm 出版日期: 2016-08-23 重量: 454g 语种: 其它(含多语) 内容简介 Through the development of an exact path integral for use in tra
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Product Details 基本信息 ISBN-13 书号 9781316519639 Author 作者 Henry D. I. Abarbanel Format 版本 精装 Pages Number 页数 204页 Publisher 出版社 Cambridge University Press Publication Date 出版日期 2022-02-01 Language 语种 其它(含多语) Book Contents 内容简介 Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book provides an authoritative treatment of the field as it relates to several scientific disciplines, with a particular emphasis on recent developments from machine learning and its role in the optimisation of data assimilation. Underlying theory from statistical physics, such as path integrals and Monte Carlo methods, are developed in the text as a basis for data assimilation, and the author then explores examples from current multidisciplinary research such as the modelling of shallow water s
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