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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 other

Optimization of a craft ale-type beer enriched with cañihua malt (<i>Chenopodium pallidicaule</i>) and banana passionfruit juice (<i>Passiflora tripartita</i> var. <i>mollisima</i>).

The global expansion of the craft beer market has driven the incorporation of native ingredients to enhance the sensory and nutritional profiles of beer. This study focused on opti... Read full abstract on PubMed →

PMID: 40083986 DOI: 10.1016/j.heliyon.2025.e42610 Full text on PMC
2025 International journal of biological macromolecules pharmacology

Artemisia vulgaris L. seed polysaccharides and purple rice husk extract incorporated carboxymethyl cellulose-based edible films for paneer (Indian cottage cheese) packaging.

Biodegradable edible films were developed by incorporating A. vulgaris L. polysaccharide (AVSP), and anthocyanins rich purple rice husk extract (PRHE) into carboxymethyl cellulose... 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.