A time and resource efficient machine learning assisted design of non-fullerene small molecule acceptors for P3HT-based organic solar cells and green solvent selection
Mahmood, Asif, Wang, Jin-Liang
Published in Journal of materials chemistry. A, Materials for energy and sustainability (28.07.2021)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (28.07.2021)
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Journal Article
Developing Efficient Small Molecule Acceptors with sp2‐Hybridized Nitrogen at Different Positions by Density Functional Theory Calculations, Molecular Dynamics Simulations and Machine Learning
Mahmood, Asif, Irfan, Ahmad, Wang, Jin‐Liang
Published in Chemistry : a European journal (10.01.2022)
Published in Chemistry : a European journal (10.01.2022)
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Journal Article
Machine learning and molecular dynamics simulation-assisted evolutionary design and discovery pipeline to screen efficient small molecule acceptors for PTB7-Th-based organic solar cells with over 15% efficiency
Mahmood, Asif, Irfan, Ahmad, Wang, Jin-Liang
Published in Journal of materials chemistry. A, Materials for energy and sustainability (22.02.2022)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (22.02.2022)
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Journal Article
Double Asymmetric Core Optimizes Crystal Packing to Enable Selenophene‐based Acceptor with Over 18 % Efficiency in Binary Organic Solar Cells
Zhao, Xin, An, Qiaoshi, Zhang, Heng, Yang, Can, Mahmood, Asif, Jiang, Mengyun, Jee, Min Hun, Fu, Bin, Tian, Shiyu, Woo, Han Young, Wang, Yapei, Wang, Jin‐Liang
Published in Angewandte Chemie International Edition (01.03.2023)
Published in Angewandte Chemie International Edition (01.03.2023)
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Journal Article
Machine Learning for Organic Photovoltaic Polymers: A Minireview
Mahmood, Asif, Irfan, Ahmad, Wang, Jin-Liang
Published in Chinese journal of polymer science (01.08.2022)
Published in Chinese journal of polymer science (01.08.2022)
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Journal Article
A Synergistic Strategy of Manipulating the Number of Selenophene Units and Dissymmetric Central Core of Small Molecular Acceptors Enables Polymer Solar Cells with 17.5 % Efficiency
Yang, Can, An, Qiaoshi, Bai, Hai‐Rui, Zhi, Hong‐Fu, Ryu, Hwa Sook, Mahmood, Asif, Zhao, Xin, Zhang, Shaowen, Woo, Han Young, Wang, Jin‐Liang
Published in Angewandte Chemie International Edition (23.08.2021)
Published in Angewandte Chemie International Edition (23.08.2021)
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Journal Article
Isogenous Asymmetric–Symmetric Acceptors Enable Efficient Ternary Organic Solar Cells with Thin and 300 nm Thick Active Layers Simultaneously
Bai, Hai‐Rui, An, Qiaoshi, Jiang, Mengyun, Ryu, Hwa Sook, Yang, Jie, Zhou, Xue‐Jiao, Zhi, Hong‐Fu, Yang, Can, Li, Xiong, Woo, Han Young, Wang, Jin‐Liang
Published in Advanced functional materials (01.06.2022)
Published in Advanced functional materials (01.06.2022)
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Journal Article
Non-fullerene acceptors with hetero-dihalogenated terminals induce significant difference in single crystallography and enable binary organic solar cells with 17.5% efficiency
Wang, Lai, An, Qiaoshi, Yan, Lu, Bai, Hai-Rui, Jiang, Mengyun, Mahmood, Asif, Yang, Can, Zhi, Hongfu, Wang, Jin-Liang
Published in Energy & environmental science (19.01.2022)
Published in Energy & environmental science (19.01.2022)
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Journal Article
Regioisomer‐Free Difluoro‐Monochloro Terminal‐based Hexa‐Halogenated Acceptor with Optimized Crystal Packing for Efficient Binary Organic Solar Cells
Yan, Lu, Zhang, Heng, An, Qiaoshi, Jiang, Mengyun, Mahmood, Asif, Jee, Min Hun, Bai, Hai‐Rui, Zhi, Hong‐Fu, Zhang, Shaowen, Woo, Han Young, Wang, Jin‐Liang
Published in Angewandte Chemie International Edition (14.11.2022)
Published in Angewandte Chemie International Edition (14.11.2022)
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