Elmer FEM-Dakota：用于电磁学和数据分析的统一开源计算框架
Elmer FEM-Dakota: A unified open-source computational framework for electromagnetics and data analytics
摘要：
开源电磁设计软件Elmer FEM与数据分析工具包Dakota接口。此外，耦合的软件进行了验证，对基准测试。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。其主要特点包括不确定性量化、替代模型和参数研究。该框架能够更丰富地理解模型预测，从而以时间敏感的方式更好地设计电机。
英文摘要：
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.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
