دورية أكاديمية
Structure prediction and materials design with generative neural networks.
| العنوان: | Structure prediction and materials design with generative neural networks. |
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| المؤلفون: | Yan D; Department of Computer Science, University of Alabama at Birmingham, Birmingham, AL, USA. yanda@uab.edu., Smith AD; Department of Physics, University of Alabama at Birmingham, Birmingham, AL, USA. smitha20@uab.edu., Chen CC; Department of Physics, University of Alabama at Birmingham, Birmingham, AL, USA. chencc@uab.edu. |
| المصدر: | Nature computational science [Nat Comput Sci] 2023 Jul; Vol. 3 (7), pp. 572-574. |
| نوع المنشور: | Journal Article |
| اللغة: | English |
| بيانات الدورية: | Publisher: Springer Nature Country of Publication: United States NLM ID: 101775476 Publication Model: Print Cited Medium: Internet ISSN: 2662-8457 (Electronic) Linking ISSN: 26628457 NLM ISO Abbreviation: Nat Comput Sci Subsets: PubMed not MEDLINE; MEDLINE |
| أسماء مطبوعة: | Original Publication: [New York, N.Y.] : Springer Nature, [2021]- |
| References: | Chen, W.-C., Schmidt, J. N., Yan, D., Vohra, Y. K. & Chen, C.-C. npj Comput. Mater. 7, 114 (2021). (PMID: 10.1038/s41524-021-00585-7) Peng, F. et al. Phys. Rev. Lett. 119, 107001 (2017). (PMID: 10.1103/PhysRevLett.119.107001) Chen, L., Zhang, W., Nie, Z., Li, S. & Pan, F. J. Mater. Inform. 1, 4 (2021). Noh, J., Gu, G. H., Kim, S. & Jung, Y. Chem. Sci. 11, 4871–4881 (2020). (PMID: 10.1039/D0SC00594K) Kim, S., Noh, J., Gu, G. H., Aspuru-Guzik, A. & Jung, Y. ACS Cent. Sci. 6, 1412–1420 (2020). (PMID: 10.1021/acscentsci.0c00426) Nouira, A., Sokolovska, N. & Crivello, J.-C. CrystalGAN: learning to discover crystallographic structures with generative adversarial networks. Preprint at https://arxiv.org/abs/1810.11203 (2018). Geiger, M. & Smidt, T. e3nn: Euclidean neural networks. Preprint at https://arxiv.org/abs/2207.09453 (2022). Levin, I. NIST Inorganic Crystal Structure Database (ICSD) (National Institute of Standards and Technology, 2018). Jain, A. et al. APL Mater. 1, 011002 (2013). (PMID: 10.1063/1.4812323) Kim, Y. et al. npj Comput. Mater. 7, 140 (2021). (PMID: 10.1038/s41524-021-00609-2) Noh, J. et al. Matter 1, 1370–1384 (2019). (PMID: 10.1016/j.matt.2019.08.017) Ren, Z. et al. Matter 5, 314–335 (2022). (PMID: 10.1016/j.matt.2021.11.032) Long, T. et al. npj Comput. Mater. 7, 66 (2021). (PMID: 10.1038/s41524-021-00526-4) Xie, T. & Grossman, J. C. Phys. Rev. Lett. 120, 145301 (2018). (PMID: 10.1103/PhysRevLett.120.145301) Sanchez-Lengeling, B. & Aspuru-Guzik, A. Science 361, 360–365 (2018). (PMID: 10.1126/science.aat2663) Dieb, T. M. et al. Sci. Technol. Adv. Mater. 18, 498–503 (2017). (PMID: 10.1080/14686996.2017.1344083) |
| معلومات مُعتمدة: | OIA-2148653 National Science Foundation (NSF); DMR-2142801 National Science Foundation (NSF); OAC-2106461 National Science Foundation (NSF); OIA-2148653 National Science Foundation (NSF) |
| تواريخ الأحداث: | Date Created: 20240104 Date Completed: 20240109 Latest Revision: 20240112 |
| رمز التحديث: | 20240112 |
| DOI: | 10.1038/s43588-023-00471-w |
| PMID: | 38177738 |
| قاعدة البيانات: | MEDLINE |
| تدمد: | 2662-8457 |
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| DOI: | 10.1038/s43588-023-00471-w |