Prof. WEI Ye (韋業)

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Research Output

  1. 2024

  2. Machine Learning-Enabled Tomographic Imaging of Chemical Short-Range Atomic Ordering

    Li, Y., Colnaghi, T., Gong, Y., Zhang, H., Yu, Y., Wei, Y. & Gan, B. & 11 others, Song, M., Marek, A., Rampp, M., Zhang, S., Pei, Z., Wuttig, M., Ghosh, S., Körmann, F., Neugebauer, J., Wang, Z. & Gault, B., 1 Nov 2024, In: Advanced Materials. 36, 44, 2407564.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 8
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  3. From Static to Dynamic Structures: Improving Binding Affinity Prediction with Graph-Based Deep Learning

    Min, Y., Wei, Y., Wang, P., Wang, X., Li, H., Wu, N. & Bauer, S. & 6 others, Zheng, S., Shi, Y., Wang, Y., Wu, J., Zhao, D. & Zeng, J., 28 Oct 2024, In: Advanced Science. 11, 40, 2405404.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  4. 3D deep learning for enhanced atom probe tomography analysis of nanoscale microstructures

    Yu, J., Wang, Z., Saksena, A., Wei, S., Wei, Y., Colnaghi, T. & Marek, A. & 4 others, Rampp, M., Song, M., Gault, B. & Li, Y., 1 Oct 2024, In: Acta Materialia. 278, 120280.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  5. Roadmap on data-centric materials science

    61 authors, including, Bauer, S., Wei, Y. & Scheffler, M., Sept 2024, In: Modelling and Simulation in Materials Science and Engineering. 32, 6, 063301.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 9
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  6. Near-theoretical strength and deformation stabilization achieved via grain boundary segregation and nano-clustering of solutes

    Liu, C., Rao, J., Sun, Z., Lu, W., Best, J. P., Li, X. & Xia, W. & 6 others, Gong, Y., Wei, Y., Zhang, B., Ding, J., Wu, G. & Ma, E., 2024, In: Nature Communications. 15, 9283.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 8
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  7. 2023

  8. Deformation response of highly stretchable and ductile graphene kirigami under uniaxial and biaxial tension

    Shi, P., Chen, Y., Wei, Y., Feng, J., Guo, T., Tu, Y. & Sareh, P., 1 Oct 2023, In: Physical Review B. 108, 13, 134105.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 28
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  9. Machine learning-enabled constrained multi-objective design of architected materials

    Peng, B., Wei, Y., Qin, Y., Dai, J., Li, Y., Liu, A. & Tian, Y. & 3 others, Han, L., Zheng, Y. & Wen, P., 2023, In: Nature Communications. 14, 6630.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 56
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  10. Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography

    Li, Y., Wei, Y., Wang, Z., Liu, X., Colnaghi, T., Han, L. & Rao, Z. & 12 others, Zhou, X., Huber, L., Dsouza, R., Gong, Y., Neugebauer, J., Marek, A., Rampp, M., Bauer, S., Li, H., Baker, I., Stephenson, L. T. & Gault, B., 2023, In: Nature Communications. 14, 7410.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 24
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  11. 2022

  12. Machine learning–enabled high-entropy alloy discovery

    Rao, Z., Tung, P.-Y., Xie, R., Wei, Y., Zhang, H., Ferrari, A. & Klaver, T. P. C. & 10 others, Körmann, F., Sukumar, P. T., da Silva, A. K., Chen, Y., Li, Z., Ponge, D., Neugebauer, J., Gutfleisch, O., Bauer, S. & Raabe, D., 7 Oct 2022, In: Science. 378, 6615, p. 78-85 abo4940.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 339
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  13. A mechanically strong and ductile soft magnet with extremely low coercivity

    Han, L., Maccari, F., Souza Filho, I. R., Peter, N. J., Wei, Y., Gault, B. & Gutfleisch, O. & 2 others, Li, Z. & Raabe, D., 11 Aug 2022, In: Nature. 608, 7922, p. 310-316

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 190
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  14. Revealing in-plane grain boundary composition features through machine learning from atom probe tomography data

    Zhou, X., Wei, Y., Kühbach, M., Zhao, H., Vogel, F., Darvishi Kamachali, R. & Thompson, G. B. & 2 others, Raabe, D. & Gault, B., Mar 2022, In: Acta Materialia. 226, 117633.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 18
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  15. 2021

  16. Ultrastrong and Ductile Soft Magnetic High-Entropy Alloys via Coherent Ordered Nanoprecipitates

    Han, L., Rao, Z., Souza Filho, I. R., Maccari, F., Wei, Y., Wu, G. & Ahmadian, A. & 5 others, Zhou, X., Gutfleisch, O., Ponge, D., Raabe, D. & Li, Z., 16 Sept 2021, In: Advanced Materials. 33, 37, 2102139.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 123
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  17. Machine-learning-enhanced time-of-flight mass spectrometry analysis

    Wei, Y., Varanasi, R. S., Schwarz, T., Gomell, L., Zhao, H., Larson, D. J. & Sun, B. & 4 others, Liu, G., Chen, H., Raabe, D. & Gault, B., 12 Feb 2021, In: Patterns. 2, 2, 100192.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 28
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  18. Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys

    Li, Y., Zhou, X., Colnaghi, T., Wei, Y., Marek, A., Li, H. & Bauer, S. & 2 others, Rampp, M. & Stephenson, L. T., 2021, In: npj Computational Materials. 7, 8.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 22
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  19. 2020
  20. Published

    Crystal–Glass High-Entropy Nanocomposites with Near Theoretical Compressive Strength and Large Deformability

    Wu, G., Balachandran, S., Gault, B., Xia, W., Liu, C., Rao, Z. & Wei, Y. & 7 others, Liu, S., Lu, J., Herbig, M., Lu, W., Dehm, G., Li, Z. & Raabe, D., 27 Aug 2020, In: Advanced Materials. 32, 34, 2002619.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 108
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  21. 2019

  22. 3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning methods

    Wei, Y., Peng, Z., Kühbach, M., Breen, A., Legros, M., Larranaga, M. & Mompiou, F. & 1 others, Gault, B., 2019, In: PLoS ONE. 14, 11, e0225041.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  23. 2018

  24. Machine-learning-based atom probe crystallographic analysis

    Wei, Y., Gault, B., Varanasi, R. S., Raabe, D., Herbig, M. & Breen, A. J., 1 Nov 2018, In: Ultramicroscopy. 194, p. 15-24

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 16
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