AI3SD Video: Interpretable Machine Learning for Materials' Design and Characterisation

Keith Tobias Butler
"Where is the knowledge we have lost in information?" T.S. Eliot, The Rock
Machine learning (ML) and artificial intelligence (AI) are the subjects of wildly differing opinions on utility and potential impact. Depending who we talk to ML is the solution to almost every human challenge, from open boarders to pandemic control, or presents an existential crises for the species. In materials science the polarisation is perhaps less extreme, but nonetheless pervasive, while the numbers of...
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