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Posts by Collection
portfolio
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publications
Predicting the Yield of Pd-Catalyzed Buchwald–Hartwig Amination Using Machine Learning with Extended Molecular Fingerprints and Selected Physical Parameters
Published in ChemistrySelect, 2024
Recommended citation: W. R. Zhao, Y. Li. "Predicting the Yield of Pd-Catalyzed Buchwald–Hartwig Amination Using Machine Learning with Extended Molecular Fingerprints and Selected Physical Parameters." ChemistrySelect, 9(33), e202402529.
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Multi-modal Homogeneous Chemical Reaction Performance Prediction with Graph and Chemical Language Information
Published in Chinese Journal of Chemistry, 2025
Recommended citation: S. Wang, W. R. Zhao, Y. Liu, et al. "Multi-modal Homogeneous Chemical Reaction Performance Prediction with Graph and Chemical Language Information." Chinese Journal of Chemistry, 43(11), 1230-1238.
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Optimizing Model Learning Performance on a Challenging Heck Reaction Yield Data Set
Published in The Journal of Organic Chemistry, 2025
Recommended citation: S. Wang, Y. Liu, W. R. Zhao, et al. "Optimizing Model Learning Performance on a Challenging Heck Reaction Yield Data Set." The Journal of Organic Chemistry, 90(36), 12768-12777.
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Designing Buchwald–Hartwig Reaction Graph for Yield Prediction
Published in The Journal of Organic Chemistry, 2025
Recommended citation: W. R. Zhao, S. Wang, Y. Li. "Designing Buchwald–Hartwig Reaction Graph for Yield Prediction." The Journal of Organic Chemistry, 90(37), 12975-12983.
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Machine Learning for Stability Enhancement in Perovskite Solar Cells: A Pathway to Commercial Viability
Published in Progress in Photovoltaics: Research and Applications, 2025
Recommended citation: S. Wang, W. R. Zhao, M. Zhou, et al. "Machine Learning for Stability Enhancement in Perovskite Solar Cells: A Pathway to Commercial Viability." Progress in Photovoltaics: Research and Applications.
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Beyond Rapid Nucleation: Unveiling the Role of Solvent-Precursor Interactions in Antisolvent-Free Perovskite Fabrication
Published in Energy Environ. Sci., 2026
Investigation of solvent-precursor interactions in perovskite fabrication.
Recommended citation: Y. Wang, W. Zhao, J. Wang, et al. (2026). "Beyond Rapid Nucleation: Unveiling the Role of Solvent-Precursor Interactions in Antisolvent-Free Perovskite Fabrication." Energy Environ. Sci., DOI: 10.1039/D6EE00170J.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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