Metadata matters: Structuring data in living materials research

Advances in data-driven research increasingly demand high quality, annotated data for data science and machine learning approaches. This highlights the urgency for structured data in living materials research and therefore calls for a metadata schema that supports not only human readability but also machine-readable data, aligning with FAIR data principles. To address this gap, we aim to establish metadata standards for living materials research that can easily be integrated into researchers' workflows.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-14
DOI
https://doi.org/10.5281/zenodo.17350553
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
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article

Metadata matters: Structuring data in living materials research

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

Metadata matters: Structuring data in living materials research

article en

Abstract

Advances in data-driven research increasingly demand high quality, annotated data for data science and machine learning approaches. This highlights the urgency for structured data in living materials research and therefore calls for a metadata schema that supports not only human readability but also machine-readable data, aligning with FAIR data principles. To address this gap, we aim to establish metadata standards for living materials research that can easily be integrated into researchers' workflows.

Zenodo (CERN European Organization for Nuclear Research)
Leibniz-Institute for New Materials (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 34%
Research Data Management Practices
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Metadata matters: Structuring data in living materials research · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS