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Machine learning for a sustainable energy future.
Yao Z, Lum Y, Johnston A, Mejia-Mendoza LM, Zhou X, Wen Y, Aspuru-Guzik A, Sargent EH, Seh ZW. Yao Z, et al. Nat Rev Mater. 2023;8(3):202-215. doi: 10.1038/s41578-022-00490-5. Epub 2022 Oct 18. Nat Rev Mater. 2023. PMID: 36277083 Free PMC article. Review.
Revealing High Na-Content P2-Type Layered Oxides as Advanced Sodium-Ion Cathodes.
Zhao C, Yao Z, Wang Q, Li H, Wang J, Liu M, Ganapathy S, Lu Y, Cabana J, Li B, Bai X, Aspuru-Guzik A, Wagemaker M, Chen L, Hu YS. Zhao C, et al. Among authors: yao z. J Am Chem Soc. 2020 Mar 25;142(12):5742-5750. doi: 10.1021/jacs.9b13572. Epub 2020 Mar 13. J Am Chem Soc. 2020. PMID: 32118416 Free PMC article.
Rational design of layered oxide materials for sodium-ion batteries.
Zhao C, Wang Q, Yao Z, Wang J, Sánchez-Lengeling B, Ding F, Qi X, Lu Y, Bai X, Li B, Li H, Aspuru-Guzik A, Huang X, Delmas C, Wagemaker M, Chen L, Hu YS. Zhao C, et al. Among authors: yao z. Science. 2020 Nov 6;370(6517):708-711. doi: 10.1126/science.aay9972. Science. 2020. PMID: 33154140
Data-Driven Strategies for Accelerated Materials Design.
Pollice R, Dos Passos Gomes G, Aldeghi M, Hickman RJ, Krenn M, Lavigne C, Lindner-D'Addario M, Nigam A, Ser CT, Yao Z, Aspuru-Guzik A. Pollice R, et al. Among authors: yao z. Acc Chem Res. 2021 Feb 16;54(4):849-860. doi: 10.1021/acs.accounts.0c00785. Epub 2021 Feb 2. Acc Chem Res. 2021. PMID: 33528245 Free PMC article.
Theory-guided experimental design in battery materials research.
Eng AYS, Soni CB, Lum Y, Khoo E, Yao Z, Vineeth SK, Kumar V, Lu J, Johnson CS, Wolverton C, Seh ZW. Eng AYS, et al. Among authors: yao z. Sci Adv. 2022 May 13;8(19):eabm2422. doi: 10.1126/sciadv.abm2422. Epub 2022 May 11. Sci Adv. 2022. PMID: 35544561 Free PMC article. Review.
On scientific understanding with artificial intelligence.
Krenn M, Pollice R, Guo SY, Aldeghi M, Cervera-Lierta A, Friederich P, Dos Passos Gomes G, Häse F, Jinich A, Nigam A, Yao Z, Aspuru-Guzik A. Krenn M, et al. Among authors: yao z. Nat Rev Phys. 2022;4(12):761-769. doi: 10.1038/s42254-022-00518-3. Epub 2022 Oct 11. Nat Rev Phys. 2022. PMID: 36247217 Free PMC article. Review.
Designing lithium halide solid electrolytes.
Wang Q, Zhou Y, Wang X, Guo H, Gong S, Yao Z, Wu F, Wang J, Ganapathy S, Bai X, Li B, Zhao C, Janek J, Wagemaker M. Wang Q, et al. Among authors: yao z. Nat Commun. 2024 Feb 5;15(1):1050. doi: 10.1038/s41467-024-45258-3. Nat Commun. 2024. PMID: 38316799 Free PMC article.
6,953 results