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The SISSO algorithm is adopted to derive explicit formulae describing the structure–property relationship of porous graphene with a uniform nanopore array. This approach can effectively accelerate the mechanical design of porous graphene.

SISSO-assisted prediction and design of mechanical properties of porous graphene with a uniform nanopore array