Investigating the Performance of FASnI3‐Based Perovskite Solar Cells with Various Electron and Hole Transport Layers: Machine Learning Approach and SCAPS …

TM Khan, SRA Ahmed - Advanced Theory and Simulations, 2024 - Wiley Online Library
In this study, tungsten disulfide (WS2) as an electron transport layer (ETL) and zinc
phosphide (Zn3P2) as a hole transport layer (HTL) are incorporated to improve the …

Metal chalcogenide electron extraction layers for nip-type tin-based perovskite solar cells

T Li, B Li, Y Yang, Z Jin, Z Zhang, P Wang… - Nature …, 2024 - nature.com
Tin-based perovskite solar cells have garnered attention for their biocompatibility, narrow
bandgap, and long thermal carrier lifetime. However, nip-type tin-based perovskite solar …

Predictive design and performance analysis of lead-free CH3NH3SnI3-based perovskite solar cells through a combination of SCAPS-1D and machine learning based …

TM Khan, B Islam, MM Rahaman, MM Shakil… - Solar Energy Materials …, 2025 - Elsevier
In this numerical research, the heterojunction Al/FTO/ZnS/CH 3 NH 3 SnI 3/MoO 3/Au solar
cell structure is designed, and its photovoltaic (PV) characteristics are investigated using the …

An extensive study on investigating the heterojunction compatibility of novel charge transport materials, defect management and design optimization for high …

AU Rehman, K Ding, J Zhang, X Chen - Solar Energy, 2025 - Elsevier
The rising demand for environmentally sustainable energy solutions has driven significant
interest in lead-free inorganic perovskite solar cells as alternatives to the toxic lead-based …

[HTML][HTML] Numerical simulation and performance optimization of a solid-state dye-sensitized solar cell with iridium counter electrode

BSK Langa, A Nqombolo, EL Meyer, MA Agoro… - Results in Surfaces and …, 2025 - Elsevier
To address high global demand for energy, enormous efforts have been dedicated to the
development and adoption of renewable energy sources including solar cell technologies …

[HTML][HTML] Numerical simulation of an HTL-free carbon-based perovskite solar cell with graphitic carbon nitride doped zinc oxide as electron transport layers

J Kariuki, N Rono, CC Ahia, EK Osoro, EL Meyer - Next Energy, 2025 - Elsevier
As a result of the advances in technology and the need for energy, an urge to develop a
stable, high performance solar cell has initiated various scientific intentions to attain a …