most citedInstructPLM-mu: 1-Hour Fine-Tuning of ESM2 Beats ESM3 in Protein Mutation Predictions

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physics.chem-ph2026

An SO(3)-equivariant reciprocal-space neural potential for long-range interactions

Lingfeng Zhang, Taoyong Cui, Dongzhan Zhou +6

Long-range electrostatic and polarization interactions play a central role in molecular and condensed-phase systems, yet remain fundamentally incompatible with locality-based machi…