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Department of Physics and Astronomy, University College London, 7-19 Gordon St, London WC1H 0AH, United Kingdom
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Forget generic MLIPs: MACE-POLAR-1 nails long-range electrostatics, slashing errors in protein-ligand binding and crystal energies.