A motif-based decomposition and ML mapping reconstructs energies of nanovoid-solute complexes in W-Re from local coordination patterns, enabling efficient stable structure searches and revealing staircase segregation.
Friedman, Greedy function approximation: A gradient boosting machine, Ann
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A transferable framework for structure-energy mapping of nanovoid-solute complexes: Tungsten alloys as a model system
A motif-based decomposition and ML mapping reconstructs energies of nanovoid-solute complexes in W-Re from local coordination patterns, enabling efficient stable structure searches and revealing staircase segregation.