Table 13 Final outputs.

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

Optimized material

Bandgap energy (eV)

Hydrogen yield (mmol/h)

Synthesis parameters (temp, ratio)

ZnTiO3

2.75

5.8

750 K, 1:1.5

Zn1.5{1.5}1.5TiO3

2.85

5.7

700 K, 1.2:1

Zn2TiO4

2.65

5.9

725 K, 1.3:1