Effect of Increasing the Descriptor Set on Machine Learning Prediction of Small Molecule-Based Organic Solar Cells
Author:
Affiliation:
1. Department of Chemistry, University of Liverpool, Liverpool L69 3BX, U.K.
2. Institute of Functional Material Chemistry, Faculty of Chemistry, Northeast Normal University, Changchun, Jilin 130024, P. R. China
Funder
Engineering and Physical Sciences Research Council
China Scholarship Council
Publisher
American Chemical Society (ACS)
Subject
Materials Chemistry,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.chemmater.0c02325
Reference81 articles.
1. Recent Advances, Design Guidelines, and Prospects of All-Polymer Solar Cells
2. Molecular Design of Benzodithiophene-Based Organic Photovoltaic Materials
3. Nonfullerene Acceptor Molecules for Bulk Heterojunction Organic Solar Cells
4. Polymer Donors for High‐Performance Non‐Fullerene Organic Solar Cells
5. Recent Progress in Chlorinated Organic Photovoltaic Materials
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