Empirical Modeling and Data Analysis for Engineers and Applied Scientists English | 25 July 2016 | ISBN: 3319327674 | 264 Pages This textbook teaches advanced undergraduate and first-year graduate students in Engineering and Applied Sciences to gather and analyze empirical observations (data) in order to aid in making design decisions. While science is about discovery, the primary paradigm of engineering and “applied science” is design. Scientists are in the discovery business and want, in general, to understand the natural world rather than to alter it. In contrast, engineers and applied scientists design products, processes, and solutions to problems. That said, statistics, as a discipline, is mostly oriented toward the discovery paradigm. Young engineers come out of their degree programs having taken courses such as “Statistics for Engineers and Scientists” without any clear idea as to how they can use statistical methods to help them design products or processes. Many seem to think that statistics is only useful for demonstrating that a device or process actually does what it was designed to do. Statistics courses emphasize creating predictive or classification models – predicting nature or classifying individuals, and statistics is often used to prove or disprove phenomena as opposed to aiding in the design of a product or process. In industry however, Chemical Engineers use designed experiments to optimize petroleum extraction; Manufacturing Engineers use experimental data to optimize machine operation; Industrial Engineers might use data to determine the optimal number of operators required in a manual assembly process. This text teaches engineering and applied science students to incorporate empirical investigation into such design processes.

地球系统建模框架（ESMF） 版权所有（c）2002-2021，麻省理工学院大学大气研究所，密歇根大学地球物理流体动力学实验室，国家环境预测中心，洛斯阿拉莫斯国家实验室，阿贡国家实验室，美国宇航局戈达德太空飞行中心。 版权所有。 您好，欢迎来到ESMF。 《 包含有关构建和安装ESMF的信息。 《 包含有关ESMF的体系结构，示例代码以及API（应用程序编程接口）的详细信息。 如有任何问题，请联系 。 下载ESMF ESMF库源代码也可以从以下位置下载： 建立ESMF 要从源代码构建ESMF，请参阅《 部分。 要测试ESMF，请参阅。 对于ESMF和ESMPy预建的二进制文件也可在conda-forge （注意不支持Windows中）： conda create -c conda-forge -n esmf esmpy 链接到ESMF 要将应用程序链接到

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