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Noah Knoppik

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Review Open access Jul 2026

FRED enables standardized FAIR metadata generation and management for omics research

Scientific research relies on transparent dissemination of data and its associated interpretations, including raw data, metadata, experimental design, and data processing details. Production and handling of research data represents an ongoing challenge, extending beyond publication into individual facilities, institute...

Jasmin Walter, C. Kuenne, Noah Knoppik et al. · 1 citation

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