An iterative machine learning approach for discovering unexpected thermal conductivity enhancement in aperiodic superlattices

Prabudhya Roy Chowdhury
Prabudhya Roy Chowdhury
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Abstract:

While machine learning (ML) has shown increasing effectiveness in optimizing materials properties under known physics, its application in challenging conventional wisdom and discovering new physics still remains challenging due to its interpolative nature. In this work, we demonstrate the potential of using ML for such applications by i...More

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