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Surface electric fields can dictate the formation of key interstellar ions, bridging astrophysical chemistry and surface catalysis.
Charge conditioning in ML force fields can drastically enhance predictive accuracy while maintaining computational efficiency, achieving remarkable reductions in error metrics with minimal data.