List of Publications
W. Xia et al., “Discovery of novel magnetic Y-Mn-B compounds via an advanced machine-learning-guided framework,” in progress.
W. Xia, M. Moraru, Y. W. Li, T. Liao, J. R. Chelikowsky, C. Z. Wang, Accelerated discovery and design of Fe-Co-Zr magnets with tunable magnetic anisotropy through machine learning and parallel computing, Phys. Rev. Mater. 10 (2), 024403 (2026). https://journals.aps.org/
F. Zhang, Z. Ye, M. Moraru, Y. W. Li, W. Xia, Y. Yao, R. Richard, C. Z. Wang, exaPD: A highly parallelizable workflow for multi-element phase diagram (PD) construction, arXiv:2510.01400 (2025). https://arxiv.org/abs/2510.
W. Xia, M. Moraru, Y. W. Li, C. Z. Wang, exa-AMD: An Exascale-Ready Framework for Accelerating the Discovery and Design of Functional Materials, arXiv:2510.01170 (2025). https://arxiv.org/abs/2510.
M. Moraru, W. Xia, Z. Ye, F. Zhang, Y. Yao, Y. W. Li, C. Z. Wang, exa-AMD: A Scalable Workflow for Accelerating AI-Assisted Materials Discovery and Design, Journal of Open Source Software, 10(115), 8879. https://joss.theoj.org/papers/