1) R. Ouyang, S. Curtarolo, E. Ahmetcik, M. Scheffler, and L. M. Ghiringhelli, SISSO: a compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates, Phys. Rev. Mater. 2, 083802 (2018). 2) J. Wang, H. Xie, Y. Wang*, R. Ouyang*, Distilling accurate descriptors from multi-source experimental data for discovering highly active perovskite OER catalysts, J. Am. Chem. Soc. 145, 11457-11465 (2023). 3) H. Wang*, R. Ouyang*, W. Chen, A. Pasquarello, High-quality data enabling universality of band gap descriptor and discovery of photovoltaic perovskites, J. Am. Chem. Soc. 146, 17636-17645 (2024). 4) W. Shu, J. Li, J.-X. Liu, C. Zhu, T. Wang, L. Feng, R. Ouyang*, W.-X. Li*, Structure sensitivity of metal catalysts revealed by interpretable machine learning and first-principles calculations, J. Am. Chem. Soc. 146, 8737-8745 (2024). 5) B. Zhu, W. Huang, H. Lin, H. Feng, K. Palotás, J. Lv, Y. Ren, R. Ouyang*, and F Yang*, Vacancy ordering in ultrathin copper oxide films on Cu(111), J. Am. Chem. Soc. 146, 15887-15896 (2024). 6) T. Wang#, J. Hu#, R. Ouyang#, Y. Wang, Y. Huang, S. Hu, W.-X. Li*, Nature of metal-support interaction for metal catalysts on oxide supports, Science 386, 915-920 (2024). 7) R. Ouyang, J.-X. Liu, W.-X. Li, Atomistic theory of Ostwald ripening and disintegration of supported metal particles under reaction conditions, J. Am. Chem. Soc. 135, 1760-1771 (2013). 完整论文列表及谷歌学术引用见 https://scholar.google.de/citations?user=Yv6nUJ0AAAAJ&hl=en |