发表机构
Zuse Institute Berlin（柏林祖泽研究所）
机构由 AI 辅助整理，请以论文原文为准。AI 中文总结
MaRDMO是RDMO插件，通过数学问卷实现FAIR文档化，降低MaRDI知识图谱使用门槛，并展望LLM辅助功能。
AI 中文摘要
MaRDMO是研究数据管理组织者（RDMO）的一个插件，它支持对数学研究数据进行结构化、符合FAIR原则的文档化和发现。通过将数学特定问卷嵌入到广泛使用的数据管理计划工具中，MaRDMO降低了各学科研究人员贡献和查询MaRDI知识图谱的门槛。本文介绍了MaRDMO的当前状态，包括其基于问卷的数学模型、算法和跨学科工作流文档化流程，并通过一个基于Stokes-Darcy系统求解器比较研究的具体示例加以说明。我们进一步描述了专门的MaRDI RDMO实例，作为社区即用型入口点，并讨论了近期进展，包括简化的基础模型目录和改进的类过滤搜索。本文最后展望了目前正在开发的LLM辅助文档化功能。
英文摘要
MaRDMO is a plugin for the Research Data Management Organiser (RDMO) that enables the structured, FAIR-compliant documentation and discovery of mathematical research data. By embedding mathematics-specific questionnaires into a widely used data management plan tool, MaRDMO lowers the barrier to contributing and querying the MaRDI Knowledge Graph for researchers across all disciplines. This paper presents the current state of MaRDMO, including its questionnaire-driven documentation process for mathematical models, algorithms, and interdisciplinary workflows, illustrated through a concrete example based on a solver comparison study for the Stokes-Darcy system. We further describe the dedicated MaRDI RDMO instance as a ready-to-use entry point for the community, and discuss recent developments including a simplified Basic Model Catalog and an improved class-filtered search. The paper concludes with an outlook on LLM-assisted documentation features currently under development.
Comments10 pages, 2 figures
