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机器学习、深度学习、随机矩阵、统计学习理论、数字孪生、大型装备制造智能运维等。
- Xu, Yueqi.Hierarchical regression framework for multi-fidelity modeling[J],KNOWLEDGE-BASED SYSTEMS,2022,212
- Xu Xue.Drug-symptom networking: Linking drug-likeness screening to drug discovery[J],PHARMACOLOGICAL RESEARCH,2022,103:105-113
- 孙伟.Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data[J],AUTOMATION IN CONSTRUCTION,2022,92:23-34
- Zheng, Fengjie.Dynamic Instability Analysis of a Spring-Loaded Pressure Safety Valve Connected to a Pipe by Using Computational Fluid Dynamics Methods[J],JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME,2022,143(4)
- 高先杰.Dimension-free bounds for largest singular values of matrix Gaussian series[J],COMMUNICATIONS IN STATISTICS THEORY AND METHODS,2022
- 熊焱.基于灰色关联分析的高阶神经网络剪枝算法[J],大连理工大学学报,2022,3:463-468
- 杨思博.多层感知器处理多分类问题的计算能力[J],Numerical Mathematics A Journal of Chinese University,2022,42(3):277-288
- Lai, Xiaonan.Designing a Shape-Performance Integrated Digital Twin Based on Multiple Models and Dynamic Data: A Boom Crane Example[J],JOURNAL OF MECHANICAL DESIGN,2022,143(7)
- 张超.Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning[J],IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2022,32(5):1906-1919
- 张超,李文胜.Generative adversarial network for geological prediction based on TBM operational data[J],MECHANICAL SYSTEMS AND SIGNAL PROCESSING,2022,162
- Yao, Mingchen.Learning Bounds of ERM Principle for Sequences of Time-Dependent Samples[J],DISCRETE DYNAMICS IN NATURE AND SOCIETY,2022,2015
- 张超.LSV-Based Tail Inequalities for Sums of Random Matrices[J],NEURAL COMPUTATION,2022,29(1):247-262
- Xiong, Yan.Training pi-sigma network by online gradient algorithm with penalty for small weight update[J],NEURAL COMPUTATION,2022,19(12):3356-3368
- Zhao, Junhong.A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data[J],IEEE Access,2022,7:66703-66713
- 张超.A construction method of digital twin model for contact characteristics of assembly interface[J],INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY,2022,113(9-10):2685-2699
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