Theoretical investigation of the mechanical properties of single- and multi-layer CH₃NH₃XI₃ (X = Pb, Sn, Mn) perovskites at various temperatures and pressures

Dual Modifications of TiO2/1D g-C3N4 Nanocomposites and Metal–Organic Framework-Derived Porous CuO/Carbon for High-Performance Perovskite Solar Cells

“…Similarly, machine learning and SCAPS 1D simulation have been studied in device performance optimization and stability in recent years. 44,45 Therefore, in this study, we fabricate composite materials of anatase phase TiO 2 /1D g-C 3 N 4 by using a binder-free sonication technique. This choice is made as the 1D microtube structure of g-C 3 N 4 offers distinct advantages such as efficient light trapping, a high-surface area, excellent electron mobility, and charge transport properties.…”

“…To overcome these issues, the researchers focus on low-temperature solution-processed carbon paste to improve the performance of PSCs. Similarly, machine learning and SCAPS 1D simulation have been studied in device performance optimization and stability in recent years. , …”