Table 7 Reduction in synthesis optimization trials.

From: An integrated AI-driven framework for maximizing the efficiency of heterostructured nanomaterials in photocatalytic hydrogen production

Method

Average trials required

Reduction over method5 (%)

Proposed model

12

40.0

Method5

20

–

Method8

23

–

Method18

27

–

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