Fe-Co-Ni薄膜库数据集
收藏arXiv2022-04-12 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2204.05838v1
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资源简介：
Fe-Co-Ni薄膜库数据集由马里兰大学和国家标准与技术研究院共同创建，包含921个样本，涵盖了Fe-Co-Ni三元材料系统的完整组成空间。数据集详细记录了每种材料的组成、X射线衍射模式以及两种功能性磁性属性：磁矫顽力和克尔旋转。创建过程中，通过专家分析和数据清洗确保数据质量。该数据集主要用于评估和优化主动学习策略在材料优化和发现中的应用，特别是在快速识别具有最佳物理特性的材料方面。
The Fe-Co-Ni thin film library dataset was co-developed by the University of Maryland and the National Institute of Standards and Technology (NIST). It contains 921 samples covering the full compositional space of the Fe-Co-Ni ternary material system. The dataset comprehensively records the composition of each material, X-ray diffraction (XRD) patterns, and two functional magnetic properties: magnetic coercivity and Kerr rotation. During its development, data quality was ensured via expert analysis and data cleaning. This dataset is primarily utilized to evaluate and optimize active learning strategies for materials optimization and discovery, especially for the rapid identification of materials with optimal physical properties.
提供机构：
马里兰大学材料科学与工程系，国家标准与技术研究院材料测量科学部
创建时间：
2022-04-12
