Compression theory for inhomogeneous systems

We show how graph-based machine learning (ML) combined with information theory tools allows to automatically build and discover the properties of complex physical systems with irregular structure, such as quasicrystals. This is very important as many real materials, such as glasses, lack any regular crystalline structure.

Date: 25 November 2024
Journal/conference link and reference: Nature Communications 15, 10214 (2024)

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