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• 2025

  Data Driven Comprehensive Performance Evaluation of Aeroengines: A Network Dynamic Approach

  Wang, Y., Liu, F., Xi, F., Wei, B., Duan, D., Cai, Z. & Si, S., Mar 2025, In: Engineering. 46, p. 292-305 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Aeroengine 100%
  • Test Run 53%
  • Engineering 15%
  • Network Model 7%
  • System State 7%

• Data Driven Comprehensive Performance Evaluation of Aeroengines: A Network Dynamic Approach

  Wang, Y., Liu, F., Xi, F., Wei, B., Duan, D., Cai, Z. & Si, S., 2025, (Accepted/In press) In: Engineering.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Aeroengine 100%
  • Test Run 53%
  • Aircraft 7%
  • Fault Mode 7%
  • Flight Safety 7%

• Data-Driven Hydrodynamic Force Estimation of Clapping Propulsion With Distributed Sensing

  Zeng, J., Yang, Y. & Shen, H., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 7507213.

  Research output: Contribution to journal › Article › peer-review

  • Hydrodynamic Force 100%
  • Hydrodynamics 100%
  • Convolutional Neural Network 20%
  • Pressure Sensor 20%
  • Deep Understanding 20%

• Data-Driven Identification of Variational Equations for Vortex-Induced Vibration Systems

  Lu, K., Zeng, Z., Xiong, X., Wang, X., Gu, X., Hu, R. & Deng, Z., 1 Apr 2025, In: Journal of Applied Mechanics, Transactions ASME. 92, 4, 041001.

  Research output: Contribution to journal › Article › peer-review

  • Fluid-Structure Interaction 100%
  • Vortex Induced Vibration 100%
  • Linear Equation 100%
  • Structure Interaction System 100%
  • Gaussian White Noise 50%
  1 Scopus citations

• Data-driven joint noise reduction strategy for flutter boundary prediction

  Yan, H., Xu, Y., Liu, Q., Wang, X. & Kurths, J., 2025, (Accepted/In press) In: European Physical Journal: Special Topics. 062101.

  Research output: Contribution to journal › Article › peer-review

  • Joints (Structural Components) 100%
  • Modal Parameter 100%
  • Noise Reduction 100%
  • Data Processing 100%
  • Signal-to-Noise Ratio 100%
  1 Scopus citations

• Data-driven nonlinear and stochastic dynamics with control

  Xu, Y., Lenci, S., Li, Y. & Kurths, J., Mar 2025, In: Nonlinear Dynamics. 113, 5, p. 3959-3964 6 p.

  Research output: Contribution to journal › Editorial

• Data-Driven Power Sharing Control within MultiSource Paralleled DAB Converters

  Liu, Y., Yang, T., Hao, X., Qi, Y. & Li, W., 2025, (Accepted/In press) In: IEEE Transactions on Transportation Electrification. 0b00006493e0d3bb.

  Research output: Contribution to journal › Article › peer-review

  • Artificial Neural Network 100%
  • Optimal Control 100%
  • Signal Model 100%
  • Phase Shift 100%
  • Surrogate Model 50%

• Data-knowledge-driven dynamic stall modeling guided by stall patterns and semi-empirical model

  Shi, Z., Gao, C. & Zhang, W., 1 Apr 2025, In: Physics of Fluids. 37, 4, 045106.

  Research output: Contribution to journal › Article › peer-review

  • Aerodynamics 100%
  • Empirical Model 100%
  • Learning System 100%
  • Moment Coefficient 100%
  • Aerodynamic Performance 100%

• Data set for UWB Cooperative Navigation and Positioning of UAV Cluster

  Zhang, C., Tang, C., Wang, H., Lian, B. & Zhang, L., Dec 2025, In: Scientific Data. 12, 1, 486.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Unmanned Aerial Vehicle 100%
  • Ultra-Wideband 100%
  • Basestation 16%
  • Flight Trajectory 16%
  • Collision Avoidance 16%
  1 Scopus citations

• Data Subdivision Based Dual-Weighted Robust Principal Component Analysis

  Wang, S., Nie, F., Wang, Z., Wang, R. & Li, X., 2025, In: IEEE Transactions on Image Processing. 34, p. 1271-1284 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Principal Component 100%
  • Component Analysis 100%
  • Projection Matrix 66%
  • Dimensionality Reduction 66%
  • Dimensionality 66%

• Decentralized event-trigger-based predefined-time adaptive control of large-scale nonlinear systems

  Fan, C., Xiao, C., Xu, T., Yu, D. & Chen, C. L. P., Jan 2025, In: Journal of the Franklin Institute. 362, 2, 107446.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive Control Systems 100%
  • Nonlinear System 100%
  • Adaptive Control 100%
  • Control Strategy 25%
  • Control Method 25%
  1 Scopus citations

• Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models

  Zhang, Y., Bai, C., Zhao, B., Yan, J., Li, X. & Li, X., May 2025, In: Transactions on Machine Learning Research. 2025-May

  Research output: Contribution to journal › Article › peer-review

  • multi agent 100%
  • Reinforcement Learning 100%
  • Scalability 100%
  • Multi Agent System 50%
  • Multi-Agent Reinforcement Learning 33%

• Deciphering the role of mtH₂O₂ in hepatic ischemia-reperfusion injury mechanisms with low-background super-resolution fluorogenic probe

  Fang, B., Wang, L., Li, H., Zhang, J., Ding, Y., Li, P. P., Peng, B., Bai, H. & Li, L., Jan 2025, In: Science China Chemistry. 68, 1, p. 297-307 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Reperfusion 100%
  • Mitophagy 14%
  1 Scopus citations

• Deciphering the Synergy of Multiple Vacancies in High-Entropy Layered Double Hydroxides for Efficient Oxygen Electrocatalysis

  Zhai, Y., Ren, X., Gan, T., She, L., Guo, Q., Yang, N., Wang, B., Yao, Y. & Liu, S., 2025, (Accepted/In press) In: Advanced Energy Materials.

  Research output: Contribution to journal › Article › peer-review

  • Electrocatalysis 100%
  • Layered Double Hydroxides 100%
  • Free Energy 100%
  • Operando 100%
  • Anion Exchange 100%

• Deciphering the α relaxation and the anelastic-to-plastic transition in the deep glassy state

  Hao, Q., Xing, G., Pineda, E., Fusco, C., Chazeau, L., Pelletier, J. M., Wang, Y., Yang, Y. & Qiao, J., Mar 2025, In: Science China: Physics, Mechanics and Astronomy. 68, 3, 234611.

  Research output: Contribution to journal › Article › peer-review

  • Stress Relaxation 100%
  • Amorphous Material 100%
  • Glass Transition 50%
  1 Scopus citations

• Decoding cortical folding patterns in marmosets using machine learning and large language model

  Wu, Y., Gao, X., Liu, Z., Wang, P., Wu, Z., Li, Y., Zhang, T., Liu, T., Liu, T. & Li, X., Mar 2025, In: NeuroImage. 308, 121031.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning Algorithm 100%
  • Axon Guidance Pathways 100%
  • In Situ Hybridization 100%

• Decoupling Nucleation and Growth of Crystal for DMSO-Free Self-Assembly Tin Perovskite Films and Their Optoelectronic Application

  Dong, H., Huang, R., Gao, W., Li, W., Ran, X., Chao, L., Wang, X., Zhou, Y., Wu, Z., Chen, Y. & Ran, C., 2025, (Accepted/In press) In: Advanced Functional Materials.

  Research output: Contribution to journal › Article › peer-review

  • Film 100%
  • Nucleation 100%
  • Self Assembly 100%
  • Tin 100%
  • Spin Coating 40%

• Deep evidential clustering based on feature representation learning and belief function theory

  Jiao, L., Wang, F., Geng, X., Liu, Z. G., Yang, F. & Pan, Q., May 2025, In: Pattern Recognition. 161, 111261.

  Research output: Contribution to journal › Article › peer-review

  • Representation Learning 100%
  • Clustering Algorithm 100%
  • Belief Function Theory 100%
  • Deep Feature 66%
  • Experimental Result 33%
  1 Scopus citations

• Deep Feature-Based Hyperspectral Object Tracking: An Experimental Survey and Outlook

  Wang, Y., Li, X., Yang, X., Ge, F., Wei, B., Li, L. & Yue, S., Feb 2025, In: Remote Sensing. 17, 4, 645.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Tracking Object 100%
  • Deep Feature 100%
  • Hyperspectral Image 100%
  • Band Gap 50%
  • Tracking Method 14%

• Deep Label Propagation with Nuclear Norm Maximization for Visual Domain Adaptation

  Wang, W., Li, H., Wang, C., Huang, C., Ding, Z., Nie, F. & Cao, X., 2025, (Accepted/In press) In: IEEE Transactions on Image Processing.

  Research output: Contribution to journal › Article › peer-review

  • Domain Adaptation 100%
  • Nuclear Norm 100%
  • Discriminative Feature 40%
  • Experimental Result 20%
  • Similarity Graph 20%

• Deep Learning-Assisted Sensor Array Based on Host-Guest Chemistry for Accurate Fluorescent Visual Identification of Multiple Explosives

  Gao, W., Wang, Z., Li, Q., Liu, W., Guo, H. & Shang, L., 2025, (Accepted/In press) In: Analytical Chemistry.

  Research output: Contribution to journal › Article › peer-review

  • Chemistry 100%
  • Cyclodextrin 100%
  • Sensor Array 100%
  • Fluorescent Gold Nanocluster 100%
  • Deep Learning Method 100%

• Deep Learning-Based Classification of CRISPR Loci Using Repeat Sequences

  Liao, X., Li, Y., Wu, Y., Li, X. & Shang, X., 2025, (Accepted/In press) In: ACS Synthetic Biology.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning Method 100%
  • Neural Network 100%
  • CRISPR Cas System 60%
  • Learning Transfer 20%
  • Metagenome 20%

• Deep learning based flow field reconstruction study in the isolator of rocket based combined cycle engine

  ZHU, S., ZHANG, H., GAO, Y., XU, D., QIN, F. & LIU, B., May 2025, In: Aerospace Science and Technology. 160, 110081.

  Research output: Contribution to journal › Article › peer-review

  • Flow Distribution 100%
  • Deep Learning Method 100%
  • Combined-Cycle Engine 100%
  • Isolators 100%
  • Neural Network 100%

• Deep Learning Based Proactive Anomaly Detection for 5G Core Control Plane Network Function Interactions

  Tan, Y., Liu, J., Li, Y. & Wang, J., 2025, (Accepted/In press) In: IEEE Transactions on Cognitive Communications and Networking.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning Method 100%
  • Network Function 100%
  • Control Plane 100%
  • Anomaly Detection 100%
  • Attention (Machine Learning) 14%

• Deep Learning Design for Loss Optimization in Metamaterials

  Wu, X., Zhao, J., Xie, K. & Zhao, X., Feb 2025, In: Nanomaterials. 15, 3, 178.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Metamaterial 100%
  • Optical Device 11%

• Deep Neural Networks and Proper Orthogonal Decomposition-Based Parameterized Reduced-Order Model and its Application in Transonic Axial-Flow Compressor Blade

  Tan, C., Gao, H., Li, L. & Li, H., 2025, (Accepted/In press) In: Flow, Turbulence and Combustion.

  Research output: Contribution to journal › Article › peer-review

  • Reduced Order Model 100%
  • Proper Orthogonal Decomposition 100%
  • Deep Neural Network 100%
  • Axial-Flow Compressors 100%
  • Compressor Blade 100%

• Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling

  Deng, H., Shi, J., Qin, Z., Zhong, Y. & Dai, Y., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 3, p. 2681-2689 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • structure-from-motion 100%
  • Motion 100%
  • Neural Network 100%
  • Deep Neural Network 11%
  • Temporal Information 11%

• Deep Spectral Clustering With Projected Adaptive Feature Selection

  Zhao, Y., Bi, Z., Zhu, P., Yuan, A. & Li, X., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5504712.

  Research output: Contribution to journal › Article › peer-review

  • Remote Sensing Image 100%
  • Feature Extraction 100%
  • Feature Selection 100%
  • Spectral Clustering 100%
  • Learning System 100%

• Deep stochastic resonance array and its application in enhancing underwater weak signals

  Suo, J., Wang, H., Yan, Y. & Shen, X., Mar 2025, In: Nonlinear Dynamics. 113, 6, p. 5193-5214 22 p., 109695.

  Research output: Contribution to journal › Article › peer-review

  • Parallel Subsystem 100%
  • Stability Test 100%
  2 Scopus citations

• DeepSwarm: towards swarm deep learning with bi-directional optimization of data acquisition and processing

  Liu, S., Guo, B., Wang, Z., Wang, L., Zhou, Z., Li, X. & Yu, Z., Mar 2025, In: Frontiers of Computer Science. 19, 3, 193501.

  Research output: Contribution to journal › Letter › peer-review

  • Deep Learning Method 100%
  • Data Processing 100%
  • Feedback Control 25%
  • Internet-Of-Things 25%
  • Mobile Device 25%
  2 Scopus citations

• Deep Unfolding Multi-Modal Image Fusion Network via Attribution Analysis

  Bai, H., Zhao, Z., Zhang, J., Jiang, B., Deng, L., Cui, Y., Xu, S. & Zhang, C., 2025, In: IEEE Transactions on Circuits and Systems for Video Technology. 35, 4, p. 3498-3511 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Fusion 100%
  • Image Segmentation 60%
  • Attention (Machine Learning) 20%
  • Network Layer 20%
  • Information Loss 20%

• Deep Unfolding Multi-Modal Image Fusion Network via Attribution Analysis

  Bai, H., Zhao, Z., Zhang, J., Jiang, B., Deng, L., Cui, Y., Xu, S. & Zhang, C., 2025, In: IEEE Transactions on Circuits and Systems for Video Technology. 35, 4, p. 3498-3511 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Fusion 100%
  • Image Segmentation 60%
  • Attention (Machine Learning) 20%
  • Network Layer 20%
  • Information Loss 20%

• Defect-engineered nanoscale metal-organic frameworks as self-cascade antioxidation nanozymes for targeted therapy of cisplatin-induced acute kidney injury

  Guo, W., Wang, T., Li, H., Zhou, L., Tai, J., Shang, L. & Liu, H., 15 Jul 2025, In: Chemical Engineering Journal. 516, 163893.

  Research output: Contribution to journal › Article › peer-review

  • Metal-Organic Framework 100%
  • Nanozymes 100%
  • Acute Kidney Failure 100%
  • Metal-Organic Frameworks 100%
  • Catalase 33%

• Defects in metal-forming: Formation mechanism, prediction and avoidance

  Ma, J., Tang, X., Hou, Y., Li, H., Lin, J. & Fu, M. W., Apr 2025, In: International Journal of Machine Tools and Manufacture. 207, 104268.

  Research output: Contribution to journal › Review article › peer-review

  • Metal Forming 100%
  • Product Quality 20%
  • State-of-the-Art Technique 20%
  • Adaptive Control 20%
  • Design Process 20%
  1 Scopus citations

• Defects Mitigation and Charge Transport Promotion via a Multifunctional Lewis Base for Efficient 2D/3D Tin Perovskite Solar Cells

  Chen, Y., Wang, K., Chen, W., Li, T., Tu, H., Yang, F., Kang, Z., Tong, Y. & Wang, H., 2025, (Accepted/In press) In: Advanced Energy Materials.

  Research output: Contribution to journal › Article › peer-review

  • Perovskite Solar Cell 100%
  • Tin 100%
  • Film 25%
  • Defect Density 25%
  • Chemical Bonding 12%
  1 Scopus citations

• Defects-Rich Heterostructures Trigger Strong Polarization Coupling in Sulfides/Carbon Composites with Robust Electromagnetic Wave Absorption

  Liu, J., Zhang, S., Qu, D., Zhou, X., Yin, M., Wang, C., Zhang, X., Li, S., Zhang, P., Zhou, Y., Tao, K., Li, M., Wei, B. & Wu, H., Dec 2025, In: Nano-Micro Letters. 17, 1, 24.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Composite Material 100%
  • Heterojunction 100%
  • Sulfur Vacancies 100%
  • Dielectric Material 50%
  • Surface (Surface Science) 25%
  26 Scopus citations

• Deformation-adaptive N,P-doped porous carbon nanofibers as a protective interlayer for stable Li metal anodes

  Du, Z., Bi, J., Zhou, Z., Liu, Y., Xing, L. & Ai, W., 15 Jan 2025, In: Acta Materialia. 283, 120584.

  Research output: Contribution to journal › Article › peer-review

  • Porosity 100%
  • Carbon Nanofiber 100%
  • Interlayer 100%
  • Lithium Metal Anode 100%
  • Porous Carbon 100%
  8 Scopus citations

• Deformation behavior and strengthening mechanism analysis of newly designed Co_31.5Fe_18.5Ni_31.5Al_18.5 eutectic high-entropy alloy by calculating solidification paths

  Wang, L., Wang, R., Liu, S., Lv, Y., Su, H., Jin, X., Deng, B., Zhang, Y., Shen, J. & Zhang, G., Sep 2025, In: Materials Science and Engineering: A. 939, 148524.

  Research output: Contribution to journal › Article › peer-review

  • Solidification 100%
  • High Entropy Alloys 100%
  • Plastic Deformation 66%
  • Lamellar Structure 33%
  • Density 33%

• Deformation behavior of metastable Ti-10V-2Fe-3Al alloy subjected to varying pre-strain levels: Mechanism and microstructural adaptations

  Zhu, E., Li, F., Zhao, Q., Yuan, Z., You, J. & Hashmi, A. F., 20 May 2025, In: Journal of Alloys and Compounds. 1029, 180798.

  Research output: Contribution to journal › Article › peer-review

  • Deformation Behavior 100%
  • Prestrain 100%
  • Strain Level 100%
  • Martensite 100%
  • Induced Stress 66%

• Deformation Characteristics and Microstructure of Nickel-Based Alloy Combined Under Compression and Torsion

  Wang, J. G., Nan, J. G., Zhang, Y. H., Liu, D., Yuan, Y. J. & Yang, Y. H., 2025, Materials Science Forum. Trans Tech Publications Ltd, p. 127-139 13 p. (Materials Science Forum; vol. 1145).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Deformation Process 100%
  • Deformation Characteristic 100%
  • Strain Hardening 50%
  • Large Deformation 50%
  • Aircraft Engine 50%

• Deformation twin enhances the recoverable strain up to 14% with excellent stability in NiTi shape memory alloy

  Li, C., Luo, J., Li, C. & Xu, K., 10 Dec 2025, In: Journal of Materials Science and Technology. 238, p. 250-265 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Shape Memory Alloy 100%
  • Deformation Twin 100%
  • Martensite 100%
  • Shape Memory Effect 100%
  • Austenite 66%

• Degradation behavior of Ah-level Li-ion pouch cell during repeated fast charging within a wide temperature region

  Wang, L., Yu, F. D., Que, L. F., Zhang, X. G. & Xie, K. Y., Feb 2025, In: Energy Storage Materials. 75, 104096.

  Research output: Contribution to journal › Article › peer-review

  • Extreme Condition 100%
  • Temperature Region 100%
  • Cathode 100%
  • Lithium Ion 100%
  • Dynamic Behavior 50%
  1 Scopus citations

• Degradation prediction of hydrogen fuel cell based on dynamic comprehensive aging indicator and hybrid forecasting method

  Hua, Z., Pan, S., Zhao, D., Zhang, S., Ma, R., Wang, Y. & Dou, M., 30 Jun 2025, In: Journal of Power Sources. 642, 236914.

  Research output: Contribution to journal › Article › peer-review

  • Equivalent Circuit Model 100%
  • Fuel Cell 100%
  • Proton-Exchange Membrane Fuel Cells 100%
  • Hydrogen Fuel 100%
  • Proton Exchange Membrane Fuel 100%

• Delay Minimization for NOMA-MEC Offloading in ABS-Aided Maritime Communication Networks

  He, Y., Huang, F., Wang, D., Yang, L. & Zhang, R., 2025, (Accepted/In press) In: IEEE Transactions on Vehicular Technology.

  Research output: Contribution to journal › Article › peer-review

  • Time To Live 100%
  2 Scopus citations

• Delay-tolerated vehicle positioning and scheduling problem at terminal aprons: a target-oriented robust optimisation approach

  Guan, L., Zhou, C., Sun, Q. & Che, A., 2025, (Accepted/In press) In: International Journal of Production Research.

  Research output: Contribution to journal › Article › peer-review

  • Numerical Experiment 100%
  • Optimization Approach 100%
  • Bisection Method 100%
  • Reformulation 100%
  • Traffic Volume 100%

• Denoising diffusion fusion network for semantic segmentation based on degradation analysis modeling with graph networks

  Fang, A., Li, Y., Long, J., Wang, X. & Guo, Y., Oct 2025, In: Information Fusion. 122, 103205.

  Research output: Contribution to journal › Article › peer-review

  • Diffusion Process 100%
  • Quality Assessment 100%
  • Multiscale 100%
  • Loss Function 100%
  • Metrics 100%

• Dense small target detection algorithm for UAV aerial imagery

  Lu, S., Guo, Y., Long, J., Liu, Z., Wang, Z. & Li, Y., Apr 2025, In: Image and Vision Computing. 156, 105485.

  Research output: Contribution to journal › Article › peer-review

  • Unmanned Aerial Vehicle 100%
  • Detection Algorithm 100%
  • Small-Target Detection 100%
  • Pilotless Aircraft 100%
  • Aerial Photography 100%

• Dependency of mechanical properties in Ti-7Mo-3Al-3Cr-3Nb alloy on the β phase stability: Regulating primary α phase

  Zhu, X., Luan, B., Sun, H., Zhang, Z. & Kou, H., 5 Jan 2025, In: Journal of Alloys and Compounds. 1010, 177902.

  Research output: Contribution to journal › Article › peer-review

  • Primary α Phase 100%
  • Phase Stability 100%
  • Work Hardening 100%
  • Martensite 100%
  • Strain Hardening 80%
  1 Scopus citations

• Deployment of tethered three-body system in elliptic orbit under low-thrust

  Jia, C., Meng, Z. & Guo, X., 2025, (Accepted/In press) In: Advances in Space Research.

  Research output: Contribution to journal › Article › peer-review

  • Control Algorithm 100%
  • Performance Function 50%
  • Energy Function 50%
  • Potential Energy 50%
  • System Behavior 50%

• Desensitization of HMX crystals by formation of co-particles with insensitive LLM-105 or FOX-7

  Xue, Z. H., Zhang, Y., Pu, R., Xu, R., Li, S. & Yan, Q. L., 1 Jul 2025, In: Chemical Engineering Journal. 515, 163451.

  Research output: Contribution to journal › Article › peer-review

  • formation 100%
  • Glyoxal 100%
  • Mass Spectrometry 100%
  • Chromatography 100%
  • Energetics 75%