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Multi-Source Domain Transfer Learning for Accurate Property Prediction in Two-Dimensional Materials
Huiyang Zhang, Xinyu Chen, Qionghua Zhou +1
Machine learning has revolutionized materials discovery, but data scarcity remains a critical bottleneck for complex functional properties. As emerging systems, two-dimensional (2D…
Robust Flat Magnetoresistivity in D0-FeGa Driven by Chiral Anomaly
Ruoqi Wang, Xinyang Li, Bo Zhao +11
Topologically non-trivial nodes emerging from flat-band crossings not only enhance unconventional topological responses but also play a fundamental role in exploring correlation-dr…
Ripple-assisted adsorption of noble gases on graphene at room temperature
Weilin Liu, Xianlei Huang, Li-Guo Dou +17
Controllable gas adsorption is critical for both scientific and industrial fields, and high-capacity adsorption of gases on solid surfaces provides a significant promise due to its…
Zero-field Anomalous Hall Effect in Bulk Single Crystal Mn3Ir
Xin Gu, Ruoqi Wang, Bo Zhao +5
The L1_2-phase non-collinear antiferromagnet (AFM) Mn_3Ir has emerged as a pioneering platform for realizing the zero-field anomalous Hall effect (AHE), thereby catalyzing rapid ad…