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DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles Journal article
Wang, Chengyue, Liao, Haicheng, Zhu, Kaiqun, Zhang, Guohui, Li, Zhenning. DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles[J]. Information Fusion, 2025, 118, 102924.
Authors:  Wang, Chengyue;  Liao, Haicheng;  Zhu, Kaiqun;  Zhang, Guohui;  Li, Zhenning
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.7/16.1 | Submit date：2025/01/22
Autonomous Driving  Trajectory Prediction  Dynamics-based Model  Learning-based Model  Data Fusion  
A fully value distributional deep reinforcement learning framework for multi-agent cooperation Journal article
Fu, Mingsheng, Huang, Liwei, Li, Fan, Qu, Hong, Xu, Chengzhong. A fully value distributional deep reinforcement learning framework for multi-agent cooperation[J]. Neural Networks, 2025, 184.
Authors:  Fu, Mingsheng;  Huang, Liwei;  Li, Fan;  Qu, Hong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Deep Reinforcement Learning  Multi-agent Cooperation  Distributional Reinforcement Learning  Neural Networks  
Two-stage Bayesian inference for rail model updating and crack detection with ultrasonic guided wave measurements and advanced wave propagation simulation Journal article
Zhan, Jiang Zheng, Yan, Wang Ji, Wu, Wen, Yuen, Ka Veng, Chronopoulos, Dimitrios. Two-stage Bayesian inference for rail model updating and crack detection with ultrasonic guided wave measurements and advanced wave propagation simulation[J]. Journal of Sound and Vibration, 2025, 599.
Authors:  Zhan, Jiang Zheng;  Yan, Wang Ji;  Wu, Wen;  Yuen, Ka Veng;  Chronopoulos, Dimitrios
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.3/4.3 | Submit date：2025/01/22
Model Updating  Crack Identification  Ultrasonic Guided Waves (Ugws)  Bayesian Inference  Rail Structure  
Approximate envy-freeness in indivisible resource allocation with budget constraints Journal article
Wu, Xiaowei, Li, Bo, Gan, Jiarui. Approximate envy-freeness in indivisible resource allocation with budget constraints[J]. Information and Computation, 2025, 303, 105264.
Authors:  Wu, Xiaowei;  Li, Bo;  Gan, Jiarui
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.8/0.9 | Submit date：2025/01/22
Terrestrial ecosystem resilience to drought stress and driving mechanisms thereof in the Yellow River Basin, China Journal article
Zhu, Xueying, Huang, Shengzhi, Singh, Vijay P., Huang, Qiang, Zhang, Hongbo, Leng, Guoyong, Gao, Liang, Li, Pei, Guo, Wenwen, Peng, Jian. Terrestrial ecosystem resilience to drought stress and driving mechanisms thereof in the Yellow River Basin, China[J]. Journal of Hydrology, 2025, 649, 132480.
Authors:  Zhu, Xueying;  Huang, Shengzhi;  Singh, Vijay P.;  Huang, Qiang;  Zhang, Hongbo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.9/6.4 | Submit date：2025/01/22
Drought Recovery  Drought Resilience  Drought Resistance  Drought Stability  Random Forest  Structural Equation Model  
Evaluation of post-seismic running limits of high-speed railways based on track surface seismic-induced irregularity Journal article
Shaohui, Liu, Lizhong, Jiang, Wangbao, Zhou, Wangji, Yan, Jian, Yu, Jun, Xiao. Evaluation of post-seismic running limits of high-speed railways based on track surface seismic-induced irregularity[J]. Engineering Structures, 2025, 326, 119546.
Authors:  Shaohui, Liu;  Lizhong, Jiang;  Wangbao, Zhou;  Wangji, Yan;  Jian, Yu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.8 | Submit date：2025/01/22
High-speed Railways  Seismic-induced Track Irregularity  Running Safety  Sensitive Wavelength  
Encryption-decryption-based set-membership filtering for two-dimensional systems: on security and boundedness Journal article
Zhu, Kaiqun, Wang, Zidong, Ding, Derui, Dong, Hongli, Wei, Guoliang. Encryption-decryption-based set-membership filtering for two-dimensional systems: on security and boundedness[J]. Automatica, 2025, 173, 112091.
Authors:  Zhu, Kaiqun;  Wang, Zidong;  Ding, Derui;  Dong, Hongli;  Wei, Guoliang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.8/6.0 | Submit date：2025/01/22
Encryption-decryption Mechanism  Two-dimensional Systems  Unknown-but-bounded Noises  Set-membership Filtering  Uniform Boundedness  
Data-driven geotechnical site recognition using machine learning and sparse representation Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Data-driven geotechnical site recognition using machine learning and sparse representation[J]. Engineering Geology, 2025, 346.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[Scopus]:0  IF:6.9/7.6 | Submit date：2025/01/22
Geotechnical Site Characterization  Spatial Variability  Site Recognition  Sparse Representation  Proper Orthogonal Decomposition  
How to optimize urban blue space to maximize its cooling benefits? A case study in megacity of Beijing Journal article
Zhang, Linlin, Meng, Qingyan, Yao, Shun, Qian, Jiangkang, Gao, Jianfeng, Wu, Jiahao. How to optimize urban blue space to maximize its cooling benefits? A case study in megacity of Beijing[J]. Building and Environment, 2025, 270, 112502.
Authors:  Zhang, Linlin;  Meng, Qingyan;  Yao, Shun;  Qian, Jiangkang;  Gao, Jianfeng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.1/7.2 | Submit date：2025/01/22
Urban Heat Island  Urban Blue Space  Cooling Effect  Driving Factor  Urbanization Level  
Cycling topic graph learning for neural topic modeling Journal article
Liu, Yanyan, Gong, Zhiguo. Cycling topic graph learning for neural topic modeling[J]. Knowledge-Based Systems, 2025, 310.
Authors:  Liu, Yanyan;  Gong, Zhiguo
Favorite | TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Neural Topic Model  Graph Neural Networks  Wasserstein Autoencoder  Graph Attention Networks