This study systematically constructed a comprehensive multi-component sunscreen formulation dataset for machine learning model training and validation. The dataset comprises 600 formulations, includin

NIAID Data Ecosystem80

UV filter compositions for SPF 30 with different levels of E vd /E er ratio and UV-A protection.

防晒配方优化

UV-A防护测试

UV filter compositions for SPF 30 with different levels of Evd/Eer ratio and UV-A protection.

NIAID Data Ecosystem30

Calculated SPF, EVD/Eer and AFVD of both a commercially available sunscreen (Neutrogena) and an experimental sunscreen named Solar D which was optimized to a low attenuation factor AFVD.

防晒产品效能评估

防晒配方优化

Calculated SPF, EVD/Eer and AFVD of both a commercially available sunscreen (Neutrogena) and an experimental sunscreen named Solar D which was optimized to a low attenuation factor AFVD.

Figshare2016-02-23 更新00

UV filter compositions for SPF 30 with different levels of Evd/Eer ratio and UV-A protection.

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