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A new model is established by virtue of molecular topology to study the solubility of the aromatic compounds in supercritical carbon dioxide. After the self-consistent tests on the solubility data of aromatic solutes,this model can eliminate the solubility data which includes errors. Whether solubility data of measured compounds are underestimated or overestimated can also be diagnosed by this model.