# Towards a FAIR Documentation of Workflows and Models in Applied Mathematics

arXiv: https://arxiv.org/abs/2403.17778 · HTML: https://mlsanity.com/paper/2403.17778/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 3 of its 20 references that are in the map.
- First posted on arXiv 26 Mar 2024.

## Builds on (most cited first, 3 of 3)

- [Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines](https://mlsanity.com/paper/2310.20443/) (2023)
- [swMATH - a new information service for mathematical software](https://mlsanity.com/paper/1306.1036/) (2013)
- [The Mathematics of Comparing Objects](https://mlsanity.com/paper/2201.07032/) (2022)

## Built on by (most cited first, 1 of 1)

- [Towards a Knowledge Graph for Models and Algorithms in Applied Mathematics](https://mlsanity.com/paper/2408.10003/) (2024)

## Abstract (arXiv)

Modeling-Simulation-Optimization workflows play a fundamental role in applied mathematics. The Mathematical Research Data Initiative, MaRDI, responded to this by developing a FAIR and machine-interpretable template for a comprehensive documentation of such workflows. MaRDMO, a Plugin for the Research Data Management Organiser, enables scientists from diverse fields to document and publish their workflows on the MaRDI Portal seamlessly using the MaRDI template. Central to these workflows are mathematical models. MaRDI addresses them with the MathModDB ontology, offering a structured formal model description. Here, we showcase the interaction between MaRDMO and the MathModDB Knowledge Graph through an algebraic modeling workflow from the Digital Humanities. This demonstration underscores the versatility of both services beyond their original numerical domain.