主要成果
1. 国家自然科学基金项目,基于Memetic框架的门级电路敏感性单元定位方法研究(61972354),2020.01–2023.12,主持.
2. 国家自然科学基金项目,基于扩展的概率转移矩阵模型的高精度快速广义门电路可靠性评估方法研究(61502422),2016.01–2018.12,主持.
3. 浙江省自然科学基金项目,基于深度学习的电路结构可靠性评估方法研究(LY18F020028),2018.01 – 2020.12,主持.
4. Xiao Jie, Lou Jungang, Jiang, Jianhui. A fast and effective sensitivity calculation method for circuit input vectors, IEEE Transactions on Reliability, 2019, 68(3): 938-953.
5. Jie Xiao, Weifeng Ma, Jungang Lou, Jianhui Jiang, Yujiao Huang, Zhanhui Shi, Qing Shen, and Xuhua Yang. Circuit reliability prediction based on deep autoencoder network, Neurocomputing, 2019, 370(9): 140-154.
6. Jie Xiao, Zhanhui Shi, Jianhui Jiang, Xuhua Yang, Yujiao Huang, Haigen Hu. A locating method for reliability-critical gates with a parallel-structured genetic algorithm, Journal of Computer Science and Technology, 2019, 34(5): 1136-1151.