Article

Autonomous materials discovery through a tabula rasa active learning framework

2026-05-27

Abstract excerpt

<title>Abstract</title> <p>Developing high-dimensional multi-element alloy electrocatalysts is crucial for clean energy, yet the discovery process is fundamentally hindered by the combinatorial explosion of the vast chemical space. Traditional trial-and-error methodologies are prohibitively slow, while current active learning approaches heavily rely on human-engineered features and frequently fall into the exploi...

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Literature Corpus work: 83e65936-3202-5774-bae1-090541507d38
DOI: 10.21203/rs.3.rs-9750606/v1

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