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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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2025 sensory panel

Sensomics-assisted identification of key aroma components contributing to the characteristic scent of vacuum-extracted <i>Jin Guanyin</i> tea hydrolat and its aroma enhancement potential.

Tea hydrolat is an innovative value-added tea product with natural tea aroma. Nevertheless, the dearth of research has hindered its industrial development and commercialization. Th... Read full abstract on PubMed →

PMID: 41126856 DOI: 10.1016/j.fochx.2025.103106 Full text on PMC
2025 aroma analysis

Composition of Volatile Compounds as an Effect of Fatty Acid Catabolism During Long-Term Fermentation of Dry-Cured Salami-Type Sausages, Made From Meat of Polish Red (PR) and White-Backed (WB) Cattle Breeds with the Addition of White and Black Garlic

Abstract The aim of the study was to characterise the factors affecting the volatile compounds profile of dry-cured salami-type sausages, made from meat of Polish Red (PR) and Whit... Read full abstract on PubMed →

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.