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Elmer FEM-Dakota: A unified open-source computational framework for electromagnetics and data analytics
arXiv - CS - Mathematical Software Pub Date : 2020-08-16 , DOI: arxiv-2008.06992
Anjali Sandip

Open-source electromagnetic design software, Elmer FEM, was interfaced with data analytics toolkit, Dakota. Furthermore, the coupled software was validated against a benchmark test. The interface developed provides a unified open-source computational framework for electromagnetics and data analytics. Its key features include uncertainty quantification, surrogate modelling and parameter studies. This framework enables a richer understanding of model predictions to better design electric machines in a time sensitive manner.

中文翻译:

Elmer FEM-Dakota:用于电磁学和数据分析的统一开源计算框架

开源电磁设计软件 Elmer FEM 与 Dakota 的数据分析工具包连接。此外,耦合软件通过基准测试进行了验证。开发的接口为电磁学和数据分析提供了一个统一的开源计算框架。其主要功能包括不确定性量化、替代建模和参数研究。该框架能够更丰富地理解模型预测,从而以对时间敏感的方式更好地设计电机。
更新日期:2020-08-18
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