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Explainable AI: learning from the learners

Ricardo Vinuesa1, Steven L Brunton2, Gianmarco Mengaldo3

  • 1Department of Aerospace Engineering, University of Michigan, Ann Arbor, USA. rvinuesa@umich.edu.

Nature Communications
|August 6, 2026
PubMed
Summary

Explainable artificial intelligence (XAI) helps understand AI decisions in science. Combining XAI with causal reasoning and domain validation allows AI to learn from its own processes, improving discovery and trust.

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