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Accelerating high-throughput phonon calculations via machine learning universal potentials

Huiju Lee, Vinay I. Hegde, Chris Wolverton, Yi Xia

2025Materials Today Physics17 citationsDOI

Topics & Concepts

Materials scienceThroughputPhononEngineering physicsChemical physicsNanotechnologyOptoelectronicsCondensed matter physicsComputer sciencePhysicsTelecommunicationsWirelessMachine Learning in Materials ScienceThermal properties of materialsElectronic and Structural Properties of Oxides
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