Materials genome engineering accelerates the research and development of organic and perovskite photovoltaics

Y Shang, Z **ong, K An, JA Hauch… - Materials Genome …, 2024 - Wiley Online Library
The emerging photovoltaic (PV) technologies, such as organic and perovskite PVs, have the
characteristics of complex compositions and processing, resulting in a large …

Intensity‐Modulated Photocurrent and Photovoltage Spectroscopy for Characterizing Charge Dynamics in Solar Cells

Y Wang, H Zheng, J **ao, Y Liu, Q Liu… - Advanced Energy …, 2024 - Wiley Online Library
Intensity‐modulated photocurrent and photovoltage spectroscopy (IMPS/IMVS) are powerful
tools in optoelectronics such as photoelectrochemistry and photovoltaics, as they …

From generation to collection–impact of deposition temperature on charge carrier dynamics of high-performance vacuum-processed organic solar cells

RA Pacalaj, Y Dong, I Ramirez… - Energy & …, 2024 - pubs.rsc.org
Vacuum-processed organic solar cells (VP-OSCs) possess many advantages for scalability.
However, as the academic community focusses on high performing solution-processed …

Design of experiments with the support of machine learning for process parameter optimization of all‐small‐molecule organic solar cells

K Wang, J Liang, Z Li, H Zhou, C Nie, J Deng, X Zhao… - FlexMat, 2024 - Wiley Online Library
Traditionally, squaraine dyes have been studied and employed in biomedical research due
to their excellent optical properties, and the molecules are being adopted in different …

Machine learning strategies for small sample size in materials science

Q Tao, JX Yu, X Mu, X Jia, R Shi, Z Yao, C Wang… - Science China …, 2025 - Springer
Abstract Machine learning (ML) has been widely used to design and develop new materials
owing to its low computational cost and powerful predictive capabilities. In recent years, the …

Numerical study of charge transport layers in inverted ternary organic photovoltaic cells

V Magnin, K N'konou - EPJ Photovoltaics, 2024 - epjpv.epj.org
This study investigates the crucial role of charge transport layers in enhancing the
performance of inverted organic photovoltaic cells (OPVs) through advanced numerical …