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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

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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 aroma analysis

<i>Lacticaseibacillus rhamnosus</i> Fermentation Ameliorates Physicochemical Properties, Physiological Activity, and Volatile and Non-Volatile Compounds of Mango Juice: Preliminary Results at Laboratory Scale.

<i>Lacticaseibacillus rhamnosus</i> is a strain predominantly used for juice production because of its excellent fermentation characteristics and strong acid production capacity. H... Read full abstract on PubMed →

PMID: 40002053 DOI: 10.3390/foods14040609 Full text on PMC
2025 gc ms

Antioxidant Activity and Phytochemical Profiling of Steam-Distilled Oil of Flaxseed (&lt;i&gt;Linum usitatissimum&lt;/i&gt;): Therapeutic Targeting Against Glaucoma, Oxidative Stress, Cholinergic Imbalance, and Diabetes.

This investigation explored the chemical constituents and biological activities of the steam-distilled oil of <i>L. usitatissimum</i> (SDOLU), employing sophisticated techniques in... Read full abstract on PubMed →

PMID: 40871536 DOI: 10.3390/molecules30163384 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.