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Sourav Mal

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Review Open access Sep 2026

Engineering Halide Perovskites With Chalcogen‐Based Compounds: Insights Into Stability, Interfaces, and Device Integration

Halide perovskites have emerged as next‐generation semiconductors for solar cells, light‐emitting diodes (LEDs), and photodetectors owing to their exceptional optoelectronic properties and solution processability. However, their commercialization is hindered by poor chemical and structural stability under moisture, o...

Atanu Jana, Deblina Das, Sourav Mal et al. · 0 citations
Preprint Jul 2026

Property-Guided Diffusion for Inverse Design of Crystalline Materials

Diffusion-based generative models with property guidance have emerged as a promising paradigm for inverse materials design by enabling the generation of crystalline materials with user-specified target properties. However, despite recent advances, the effectiveness of property guidance, its influence on crystallographi...

Sourav Mal, Subhankar Mishra, Prasenjit Sen · 0 citations

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