Machine Learning-Accelerated Specific Surface Prediction Strategy in Janus-Based Z-Scheme Heterostructures for Efficient Photocatalytic Water Splitting.
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DOI: 10.1002/smll.202509069
Abstract: The rational design of efficient photocatalysts based on 2D Z-Scheme heterostructures is crucial for achieving solar-driven overall water splitting. Herein, a novel bidirectional data-mining strategy of Janus-based Z-Scheme heterostructures is proposed, which synergistically predict reduction… read more here.
Keywords: based scheme; scheme heterostructures; water splitting; strategy ... See more keywords
Pt clusters embedded in g-C3N4 nanosheets to form Z-scheme heterostructures with enhanced photochemical performance
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DOI: 10.1016/j.surfin.2021.101450
Abstract: Abstract The development of catalysts with enhanced photocatalytic performance has been receiving growing attention in recent years. The performance of heterostructural catalysts can be dependent on the interface structures of heterostructure. Through a mechanical-chemical pre-reaction,… read more here.
Keywords: c3n4 nanosheets; scheme heterostructures; clusters embedded; formation scheme ... See more keywords