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Peer-Reviewed Research Database

The science behind the engine

Every compound-food link in CompKitchen comes from a peer-reviewed source. Search 38,144 flavor-relevant papers — part of a 44,648-paper indexed corpus — on aroma compounds, odor thresholds, GC-MS analyses, and sensory studies that power the pairing engine.

From the CompKitchen team
Original research
Featured Preprint · Zenodo · CC BY 4.0

Unsupervised Recovery of Food Taxonomy from Volatile Compound Profiles: A UMAP Analysis of 450 Ingredients

Without supervision or human-coded labels, a UMAP projection of 7,464 volatile compounds across 450 ingredients reproduces conventional food categories — and surfaces cross-category molecular bridges that traditional culinary intuition misses.

Johnson, M. C. (2026). Zenodo. DOI: 10.5281/zenodo.19719459

More original analyses in queue — Rychlik integration writeup and per-compound OAV audits.

44,648
Papers indexed
959
Ingredients cited
5,240
Compounds indexed
627,022
Paper–ingredient links
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2026 Food research international (Ottawa, Ont.) aroma analysis

Insights into the roles of Ligilactobacillus, Tetragenococcus and Levilactobacillus in flavor metabolite formation during low-salt Doubanjiang fermentation: Pathways and mechanisms.

To address health risks of traditional high-salt Doubanjiang, reduced-salt fermentation has been adopted, often accompanied by enrichment of specific lactic acid bacteria (LAB) inc... Read full abstract on PubMed →

2026 aroma analysis

Comprehensive profiling of volatile aroma compounds and non-volatile metabolites in five salted chili peppers using multi-omics technologies: E-nose, E-tongue, GC-IMS, GC × GC-TOF-MS, and UHPLC-MS/MS

This study aimed to decipher the flavor profiles of salted chili peppers (SCP) from five geographical origins and elucidate the molecular basis of their characteristic savory-aroma... Read full abstract on PubMed →

PMID: 41853595 DOI: 10.1016/j.fochx.2026.103714 Full text on PMC

All paper metadata — titles, authors, journals, years, DOIs — is public bibliographic information. Abstract snippets shown are truncated to fewer than 200 characters and link to the original source on PubMed or the publisher. We never reproduce full text.

Sources: PubMed (US National Library of Medicine), Semantic Scholar, Europe PMC, CORE. Papers are selected by targeted search queries for each ingredient and compound in our database.