Design and applications of hole-selective self-assembled monolayers for perovskite photovoltaics

Y Yang, M Liu, S Gai, X Liu, Y Wang, Y Yu… - Chemical Engineering …, 2024 - Elsevier
Self-assembled monolayers (SAMs) have been applied as hole transport layers (HTLs) for
state-of-the-art inverted perovskite solar cells (PSCs) by reason of their distinctive abilities to …

Sustainable Molecular Passivation via Heat-Induced Disaggregation and Redox Reactions for Inverted Perovskite Solar Cells

Z Li, A Sun, C Tian, R Zhuang, Y Zheng, X Wu… - ACS Energy …, 2024 - ACS Publications
Molecular materials with high structure-design freedom are used as new interface
passivators to reduce nonradiative recombination in inverted perovskite solar cells (PSCs) …

Machine learning for a sustainable energy future

B Oral, A Coşgun, A Kilic, D Eroglu… - Chemical …, 2025 - pubs.rsc.org
Energy production is one of the key enablers for human activities such as food and clean
water production, transportation, telecommunication, education, and healthcare; however, it …

High-Throughput Computational Study and Machine Learning Prediction of Electronic Properties in Transition Metal Dichalcogenide/Two-Dimensional Layered …

C Xu, X Deng, P Yu - ACS Applied Materials & Interfaces, 2024 - ACS Publications
Heterostructures formed by transition metal dichalcogenides (TMDs) and two-dimensional
layered halide perovskites (2D-LHPs) have attracted significant attention due to their unique …

A machine learning-assisted study of the formation of oxygen vacancies in anatase titanium dioxide

D Wang, R Zan, X Zhu, Y Zhang, Y Wang, Y Gu, Y Li - RSC advances, 2024 - pubs.rsc.org
Defect engineering of semiconductor photocatalysts is critical in reducing the reaction
barriers. The generation of surface oxygen vacancies allows substantial tuning of the …