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大数据背景下数据科学分析工具现状及发展
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作者 杜诗蕾 《通讯世界》 2024年第3期142-144,共3页
数据科学分析工具在各个领域的应用越来越广泛,成为挖掘数据价值、解决实际问题的重要手段,为进一步推动当前数据科学分析工具的应用与发展,简述数据科学分析工具在实际应用中的重要性,指出当前数据科学分析工具现状,分析数据科学分析... 数据科学分析工具在各个领域的应用越来越广泛,成为挖掘数据价值、解决实际问题的重要手段,为进一步推动当前数据科学分析工具的应用与发展,简述数据科学分析工具在实际应用中的重要性,指出当前数据科学分析工具现状,分析数据科学分析工具的发展趋势,进而提出加强数据科学分析工具的研发及加强数据科学分析工具安全防护等大数据背景下数据科学分析工具发展的有效策略,以期为相关领域的研究和实践提供有益参考。 展开更多
关键词 大数据 科学分析工具 人工智能
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Introducing CFD and Wind Tunnel Testing in an Undergraduate Fluid Mechanics Course
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作者 Wael Mokhtar Shirley Fleischmann 《Journal of Energy and Power Engineering》 2015年第6期505-516,共12页
CFD (computational fluid dynamics) is following the trend of CAD and FEA (finite element analysis) to undergraduate education especially with recent advances in commercial codes. It will soon take its place as an ... CFD (computational fluid dynamics) is following the trend of CAD and FEA (finite element analysis) to undergraduate education especially with recent advances in commercial codes. It will soon take its place as an expected skill for new engineering graduates. CFD was added as a component to an experiment in a junior level fluid mechanics course. The objectives were to introduce CFD, as an analysis tool, to the students and to support the theoretical concepts of the course. The students were asked to complete an experimental two-dimensional study for a wing in a wind tunnel, to use CFD to simulate the flow, and to predict the aerodynamic lift using CFD as well as the experimentally obtained pressure distribution. In addition, they had to compare their results to published data for the studied wing. Details of the course, the wind tunnel test and the CFD simulations are presented. Samples from the students' work are used in the discussion. The lab activities were successfully completed by the students and the learning objectives were well addressed. One of the valuable outcomes from this lab was the opportunity for the students to integrate multiple fluid mechanics analysis tools and learn about the limits for each tool. CFD also enhanced the learning in the lab activities and increased students' interest in the subject. 展开更多
关键词 Undergraduate teaching computational fluid dynamics experimental fluid mechanics.
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