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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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2024 International journal of biological macromolecules pharmacology

Preparation and characteristics of soy protein isolate - Sea buckthorn flavone emulsion and their effects of on quality and heterocyclic amines of roasted mutton granules.

A soy protein isolate (SPI) - sea buckthorn flavonoid emulsion was developed to study its effects on roasted lamb quality and heterocyclic amine (HAAs) precursors. The emulsion was... Read full abstract on PubMed →

2024 sensory panel

Effect of Fermentation Using Whole Kiwifruit on Volatile Compounds in Kiwifruit Wine Explored by Gas Chromatography-Ion Mobility Spectrometry and Headspace-Solid Phase Microextraction-Gas Chromatography-Mass Spectrometry

In order to investigate the effect of fermentation using whole kiwifruit on the flavor profile of kiwifruit wine, the flavor profiles of kiwifruit wine fermented from whole and pee... 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.