Advancing organic photovoltaic materials by machine learning-driven design with polymer-unit fingerprints

Abstract To enhance the power conversion efficiency (PCE) of organic photovoltaic (OPV) cells, the identification of high-performance polymer/macromolecule materials and understanding their relationship with photovoltaic performance before synthesis are critical objectives. In this study, we develop...

Full description

Saved in:
Bibliographic Details
Main Authors: Xiumin Liu, Xinyue Zhang, Ye Sheng, Zihe Zhang, Pan Xiong, Xuehai Ju, Junwu Zhu, Caichao Ye
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01608-3
Tags: Add Tag
No Tags, Be the first to tag this record!