Xiaomo Jiang

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fine-grained turbomachinery fault diagnosis using temporal evolution and statistical features fusion.
Appl. Soft Comput.
Haibin Yang, Xiaomo Jiang, Huaiyu Hui, Jigang Meng, Xueyu Cheng
2025 J jnl
A thermodynamics-informed deep learning approach for lightweight modeling of gas turbine performance.
Eng. Appl. Artif. Intell.
Xiaomo Jiang, Yiyang Liu, Manman Wei, Xueyu Cheng, Zhicheng Wang
2025 J jnl
B
IEEE Access
Huaiyu Hui, Xiaomo Jiang, Huize Chen, Kexin Zhang
2025 J jnl
FEMSN: Frequency-Enhanced Multiscale Network for fault diagnosis of rotating machinery under strong noise environments.
CoRR
Yuhan Yuan, Xiaomo Jiang, Yanfeng Han, Ke Xiao
2024 J jnl
A parallel and multi-scale probabilistic temporal convolutional neural networks for forecasting the key monitoring parameters of gas turbine.
Eng. Appl. Artif. Intell.
Changjun Liu, Xiaofang Wang, Xiaomo Jiang, Yongfeng Sui, Shiduo Cao, Chao Qi, Haitao Liu
2024 J jnl
An orbit-based encoder-forecaster deep learning method for condition monitoring of large turbomachines.
Expert Syst. Appl.
Xiaomo Jiang, Zhicheng Wang, Qing Chen, Xueyu Cheng, Shengli Xu, Shuhua Yang, Jigang Meng
2024 J jnl
Transfer condition assessment of gas turbines via double multi-task Gaussian process.
Adv. Eng. Informatics
Shiduo Cao, Changjun Liu, He Xu, Xiaomo Jiang, Xuan Zhang, Binbin Yan, Chao Qi, Xiaofang Wang, Haitao Liu
2023 J jnl
Learning Multitask Gaussian Process Over Heterogeneous Input Domains.
IEEE Trans. Syst. Man Cybern. Syst.
Haitao Liu, Kai Wu, Yew-Soon Ong, Chao Bian, Xiaomo Jiang, Xiaofang Wang
2022 J jnl
Deep Latent-Variable Kernel Learning.
IEEE Trans. Cybern.
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang
2022 J jnl
Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains.
CoRR
Haitao Liu, Kai Wu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang
2022 J jnl
Scalable multi-task Gaussian processes with neural embedding of coregionalization.
Knowl. Based Syst.
Haitao Liu, Jiaqi Ding, Xinyu Xie, Xiaomo Jiang, Yusong Zhao, Xiaofang Wang
2022 J jnl
Toward Smart Condition Monitoring of Rotatory Machines: An Optimized Probabilistic Signal Reconstruction Methodology for Fault Prediction With Multisource Uncertainties.
IEEE Access
Xiaomo Jiang, Weijian Tang, Haixin Zhao, Xueyu Cheng
2021 J jnl
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems.
CoRR
Haitao Liu, Changjun Liu, Xiaomo Jiang, Xudong Chen, Shuhua Yang, Xiaofang Wang
2021 J jnl
Modulating scalable Gaussian processes for expressive statistical learning.
Pattern Recognit.
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang
2021 J jnl
OrbitNet: A new CNN model for automatic fault diagnostics of turbomachines.
Appl. Soft Comput.
Xiaomo Jiang, Shuhua Yang, Fumin Wang, Shengli Xu, Xiaofang Wang, Xueyu Cheng
2021 J jnl
Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization.
CoRR
Haitao Liu, Jiaqi Ding, Xinyu Xie, Xiaomo Jiang, Yusong Zhao, Xiaofang Wang
2020 J jnl
Deep Latent-Variable Kernel Learning.
CoRR
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang
2020 J jnl
Information Theory Based Probabilistic Approach to Blade Damage Detection of Turbomachine Using Sensor Data.
IEEE Trans. Ind. Electron.
Shuhua Yang, Xiaomo Jiang, Shengli Xu, Xiaofang Wang
2020 J jnl
Modulating Scalable Gaussian Processes for Expressive Statistical Learning.
CoRR
Haitao Liu, Yew-Soon Ong, Xiaomo Jiang, Xiaofang Wang
2013 J jnl
Bayesian inference method for stochastic damage accumulation modeling.
Reliab. Eng. Syst. Saf.
Xiaomo Jiang, Yong Yuan, Xian Liu
2009 J jnl
Bayesian structural equation modeling method for hierarchical model validation.
Reliab. Eng. Syst. Saf.
Xiaomo Jiang, Sankaran Mahadevan
2008 J jnl
Discussion of "A Wavelet Network Model for Short-Term Traffic Volume Forecasting"by Yuanchang Xie and Yunlong Zhang.
J. Intell. Transp. Syst.
Xiaomo Jiang, Hojjat Adeli
2007 J jnl
Bayesian risk-based decision method for model validation under uncertainty.
Reliab. Eng. Syst. Saf.
Xiaomo Jiang, Sankaran Mahadevan
2004 J jnl
Clustering-Neural Network Models For Freeway Work Zone Capacity Estimation.
Int. J. Neural Syst.
Xiaomo Jiang, Hojjat Adeli
2003 J jnl
Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series.
Integr. Comput. Aided Eng.
Xiaomo Jiang, Hojjat Adeli