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SRO

A 40 Å cubic silicon dioxide supercell (~4866 atoms), short-range order.

silicon_dioxide_sro_generate.py reproduces this case.

Orientation refinement

MACE+wall relaxation

Energy

Silicon dioxide SRO MACE energy per atom
stageE (eV/atom)
after orientation refinement-6.518
after cleanup-6.889
after MACE-7.457

g₃ distributions

After cleanup

After MACE

Bond length and angle distributions

Silicon dioxide SRO bond length distributionSilicon dioxide SRO angle distributionsSilicon dioxide SRO pairwise g(r)