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    Article

    Deep reinforcement learning framework for end-to-end semiconductor process control

    This work focuses on bringing state-of-the-art artificial intelligence and deep reinforcement learning to the manufacturing of semiconductor devices. The main goal of this research is to lay down the foundatio...

    Thomas Hirtz, He Tian, Shazrah Shahzad, Fan Wu in Neural Computing and Applications (2024)

  2. Article

    Open Access

    Two-dimensional materials for future information technology: status and prospects

    Over the past 70 years, the semiconductor industry has undergone transformative changes, largely driven by the miniaturization of devices and the integration of innovative structures and materials. Two-dimensi...

    Hao Qiu, Zhihao Yu, Tiange Zhao, Qi Zhang in Science China Information Sciences (2024)

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    Article

    Recent progress in single crystal perovskite X-ray detectors

    Perovskites have attracted extensive attention as radiation detection material due to their long carrier diffusion length and lifetime, high absorption coefficient, and flexible manufacturing process. Compared...

    **ao Liu, Jun Ren, Yu-Ang Chen, **angshun Geng in Science China Information Sciences (2024)

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    Chapter and Conference Paper

    An Integrated All-Optical Multimodal Learning Engine Built by Reconfigurable Phase-Change Meta-Atoms

    Optical computing is regarded as one of the most promising computing paradigms for solving the computational bottleneck and accelerating artificial intelligence in the post-Moore age. While reconfigurable opti...

    Yuhao Wang, **gkai Song, Penghui Shen, Qisheng Yang, Yi Yang in Artificial Intelligence (2024)

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    Article

    Filling the gap: thermal properties and device applications of graphene

    With the miniaturization and integration of electronic devices, the heat dissipation problems caused by higher power density are getting more serious, limiting the development of integrated circuits industry. ...

    Rui Wu, Rui-Zhi Zhu, Shi-Hui Zhao, Gang Zhang in Science China Information Sciences (2021)