Constructs two-impurity wave functions to derive rigorous weak-coupling polaron interactions depending on statistics and medium constraints, plus an exact relation between fixed-density and fixed-chemical-potential cases valid for arbitrary coupling.
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2 Pith papers cite this work, alongside 59 external citations. Polarity classification is still indexing.
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This perspective article develops a definition of foundational MLIPs and poses six open questions that the authors believe will define future research in machine-learned interatomic potentials.
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Role of impurity statistics and medium constraints in polaron-polaron interactions
Constructs two-impurity wave functions to derive rigorous weak-coupling polaron interactions depending on statistics and medium constraints, plus an exact relation between fixed-density and fixed-chemical-potential cases valid for arbitrary coupling.
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Six Open Questions in Machine-Learned Interatomic Potential Foundation Models
This perspective article develops a definition of foundational MLIPs and poses six open questions that the authors believe will define future research in machine-learned interatomic potentials.