Publications (203)
Data-Driven Electron Microscopy: Electron Diffraction Imaging of Materials Structural Properties
Jian-Min Zuo, Renliang Yuan, Yu-Tsun Shao +5
Transmission electron diffraction is a powerful and versatile structural probe for the characterization of a broad range of materials, from nanocrystalline thin films to single cry…
Smart Commander: A Hierarchical Reinforcement Learning Framework for Fleet-Level PHM Decision Optimization
Yong Si, Mingfei Lu, Jing Li +4
Decision-making in military aviation Prognostics and Health Management (PHM) faces significant challenges due to the "curse of dimensionality" in large-scale fleet operations, comb…
Disconnection-mediated twin embryo growth in Mg
Yang Hu, Vladyslav Turlo, Irene J. Beyerlein +4
While deformation twinning in hexagonal close-packed metals has been widely studied due to its substantial impact on mechanical properties, an understanding of the detailed atomic…
Wafer-scale Computing: Advancements, Challenges, and Future Perspectives
Yang Hu, Xinhan Lin, Huizheng Wang +12
Nowadays, artificial intelligence (AI) technology with large models plays an increasingly important role in both academia and industry. It also brings a rapidly increasing demand f…
Actively tuning anisotropic light-matter interaction in biaxial hyperbolic material -MoO using phase change material VO and graphene
Kun Zhou, Yang Hu, Xiaoxing Zhong +1
Anisotropic hyperbolic phonon polaritons (PhPs) in natural biaxial hyperbolic material MoO has opened up new avenues for mid-infrared nanophotonics, while active tunability of…
Data Augmentation Imbalance For Imbalanced Attribute Classification
Yang Hu, Xiaying Bai, Pan Zhou +2
Pedestrian attribute recognition is an important multi-label classification problem. Although the convolutional neural networks are prominent in learning discriminative features fr…