• Incorporating perovskite into nanogaps of Sb2S3 films enhances optical absorption by 10%.
• Perovskite nanogaps act as efficient electron transport channels, reducing carrier recombination.
• Optimal nanochannel dimensions are 5 nm width and 15 nm spacing for maximum performance.
• The proposed structure achieves a projected power conversion efficiency of 25.40%.
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