代表期刊论文 ：
11. BL Cao, BY Wu, WZ Bao, Y Zhang*, WQ Ruan, J Dong, CQ Pei, XD Liu*, J Ma*, Ultrasonic vibration-assisted mechanical coating of Cr powders on 45 steel for superior corrosion resistance Science China-Materials (Accepted)【中科院大类一区，TOP，IF=7.7】
10. JH Jiang, WQ Ruan*, SH Zeng, JQ Li, XR Zhao, JN Fu, Q Chen, XD Liu*, J Ma*, Self-supported partially crystallized nanoporous metallic glass for ultra-stable and efficient electrocatalytic hydrogen evolution. Science China-Materials 69 (2026) 908-919.【中科院大类一区，TOP，IF=7.7】
9. SK Huang, F Sun*, RC Sun, LX Zhu, JB Huang, SY Zhao, JS Liu, XY Yu, ZY Huang, YQ Yan, WQ Ruan, XD Liu*, J Ma*, Micro- and nanoscale glass compression molding using the metallic glass mold, Journal of Materials Science & Technology 249 (2026) 230–241.【中科院大类一区，TOP，IF=16.8】
8. JQ Lin, HT Zhang, Z Chen, JH Jiang, XR Zhao, XD Liu*, WR Ruan*, J Ma*, Preparation and Application of Porous Metallic Glasses via Aging-Assisted Ultrasonic Vibration and Compression, Materials 18 (2025) 5484.【中科院大类三区，IF=3.7】
7. XD Liu, QF He, WF Lu, ZQ Zhou, JS Tian, DD Liang, J Ma, Y Yang, J Shen*, Machine learning atomic dynamics to unfold the origin of plasticity in metallic glasses: From thermo- to acousto-plastic flow, Science China Materials 65(7) (2022) 1952-1962.【中科院大类一区，TOP，IF=8.640】
6. C Murugesan, L Okrasa, K Ugendar, G Chandrasekaran, XD Liu*, DF Diao, J Shen*, Improved magnetic and electrical properties of Zn substituted nanocrystalline MgFe2O4 ferrite, Journal of Magnetism and Magnetic Materials 550 (2022) 169066.【中科院大类三区，IF=3.097】
5. XD Liu, WF Lu, WK Tu, J Shen*, Identifying stress-induced heterogeneity in Cu20Zr20Ni20Ti20Pd20 high-entropy metallic glass from machine learning atomic dynamics, Journal of Materials Informatics 2(4) (2022) 20.【invited paper】
4. XD Liu, X Li, QF He, DD Liang, ZQ Zhou, J Ma, Y Yang, J Shen*, Machine learning-based glass formation prediction in multicomponent alloys, Acta Materialia 201 (2020) 182-190.【中科院大类一区，TOP，IF=9.209】
3. XD Liu, FC Li, Y Yang*, “Softness” as the structural origin of plasticity in disordered solids: a quantitative insight from machine learning, Science China-Materials 62(2) (2019) 154-160.【中科院大类一区，TOP，IF=8.640】
2. XD Liu*, TY Wang, YF Ye, JC Qiao, Y Yang*, Unusual vortex-like atomic motion observed for viscoelasticity in metallic glass, Computational Materials Science 155 (2018) 104-111.【中科院大类三区，IF=3.572】
1. YF Ye#, XD Liu#, S Wang, J Fan, C.T. Liu, Y Yang, The kinetic origin of delayed yielding in metallic glasses, Applied Physics Letters 108(25) (2016) 251901.【中科院大类二区，TOP，IF=3.971】
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