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Author

Md Mahamudul Islam

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#diffusion models Open access Aug 2026

Deep generative modeling for AI-guided inverse design of perovskite photovoltaic devices

This work presents an end-to-end AI-guided inverse-design framework that learns the conditional distribution of device parameters given target photovoltaic figures of merit and offers a transferable, reproducible, and statistically rigorous methodology for accelerating design of next-generation perovskite PV devices.

Parvez Amin Khan, Muhammad Tipu Sultan, Md Mahamudul Islam et al. · 0 citations