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cond-mat.mtrl-sci2025
Towards Universal Material Property Prediction with Deep Learning and Single-Descriptor electronic Density
Feng Chen, Shu Li, Xin Chen +3
Owing to its high scalability and computational efficiency, machine learning methods have been increasingly integrated into various scientific research domains, including ab initio…
cond-mat.mtrl-sci2025
Revisiting the epitaxial SiN crystalline cap on AlGaN/GaN via evolutionary structure search
Xin Chen, Xin Luo, Duo Wang +2
In our recent experimental work (Appl. Phys. Lett. 125, 122109 (2024)), we observed that crystalline SiN cap layers a few nanometers thick can form in situ on GaN surfaces.…