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Article summary:

1. High-entropy alloys (HEAs) are alloys consisting of multi-principal elements with the same or nearly the same concentration, and possess unique properties that are absent in conventional alloys.

2. Efficiently selecting elements to discover novel HEAs is a daunting task due to the exponential growth of possible combinations as the number of elements increases.

3. Minh-Quyet Ha and colleagues have developed an evidence-based recommender system (ERS) for predicting novel HEA candidates by using pieces of evidence from existing alloy databases.

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