Projection-Constrained Adaptive Neural Ordinary Differential Equation-Based Robust Control of Permanent Magnet Synchronous Motors

Authors: Zhou, F., Yin, Z., Shen, Y., Wang, X., Zhou, S., Xing, B., Zhao, H.

Source: IEEE Transactions on Power Electronics IEEE Trans. Power Electron. Power Electronics, IEEE Transactions on. 41(9):15002-15013 Sep, 2026

Reduced-Order Online Robust Control for Linear Systems Over Stochastic MIMO Vehicular Channels

Authors: Tang, M., Feng, C., Min, G., Quek, T.Q.S.

Source: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 75(8):16372-16388 Aug, 2026

Physics-Guided Gradient Bias in Deep Attention Networks with Bayesian Optimization for Lithium-Ion Battery SOH Prediction

Authors: Zhang, Yu-Hao, Wang, Zi-Peng, Wang, Jin-Liang

Source: 2026 8th International Conference on Electronic Engineering and Informatics (EEI) Electronic Engineering and Informatics (EEI), 2026 8th International Conference on. :1254-1259 Jun, 2026

Relation: 2026 8th International Conference on Electronic Engineering and Informatics (EEI)

Hierarchical Information Embeddings With Neural ODEs for Personalized Federated Learning

Authors: She, R., Wang, S., Kang, Q., Zhao, K., Geng, T., Zhao, Y., Liang, W., Tay, W.P.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 48(7):7241-7257 Jul, 2026

Physics-Embedded Neural ODEs for Sim-to-Real Edge Digital Twins of Hybrid Power Electronics Systems

Authors: Zheng, J., Wang, H., Zeng, Y., Mou, D., Zhang, X., Li, H., Vazquez, S., Franquelo, L.G.

Source: IEEE Transactions on Industrial Electronics IEEE Trans. Ind. Electron. Industrial Electronics, IEEE Transactions on. 73(6):8616-8627 Jun, 2026

Experimental Evaluation of Network Anomaly Identification System based on Security assisted Machine Learning Methodology

Authors: Satvik, Rangta, Annanay, Faheem, Syed, Ramesh, S

Source: 2026 International Conference on Electronic Systems and Intelligent Computing (ICESIC) Electronic Systems and Intelligent Computing (ICESIC), 2026 International Conference on. :492-498 Mar, 2026

Relation: 2026 International Conference on Electronic Systems and Intelligent Computing (ICESIC)

Deep Neural Networks Inspired by Differential Equations

Authors: Liu, Yongshuai, Wang, Lianfang, Qin, Kuilin, Zhang, Qinghua, Wang, Faqiang, Cui, Li, Liu, Jun, Duan, Yuping, Zeng, Tieyong

Source: ACM Computing Surveys. 58(14):1-37

Availability: http://dl.acm.org/doi/10.1145/3828753

Performance Evaluation of Leapfrog-RNN for a Nonlinear ODE of a Simple Pendulum

Authors: Sakai, Tomohiro, Suzuki, Yukihisa

Source: 2026 International Conference on Electromagnetics in Advanced Applications (ICEAA) Electromagnetics in Advanced Applications (ICEAA), 2026 International Conference on. :0705-0706 Sep, 2026

Relation: 2026 International Conference on Electromagnetics in Advanced Applications (ICEAA)

1D Simulation Models for Aftertreatment Components

Source: 1D and Multi-D Modeling Techniques for IC Engine Simulation. Jun 05, 2026

Nussbaum-Based Adaptive Neural Network Event-Triggered Control for Hyperbolic PDE Systems With Uncertain Actuator Dynamics and Deception Attacks

Authors: Zhang, L., Zhao, Z., Zhao, N., Niu, B.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(7):14782-14791 Apr, 2026

Nearest Neighbor Sample Constraint and ODE Guided Feature Reconstruction for Unsupervised Person Re-Identification

Authors: Yang, X., Dong, W., Zheng, G., Wang, N.

Source: IEEE Transactions on Circuits and Systems for Video Technology IEEE Trans. Circuits Syst. Video Technol. Circuits and Systems for Video Technology, IEEE Transactions on. 36(4):5608-5620 Apr, 2026

Multivariate Time Series Anomaly Detection Using Learnable Spatial-Temporal Graph Ordinary Differential Equations Network

Authors: He, S., Guo, Q., Feng, K., Liang, D., Xie, K., Sharma, P.K.

Source: IEEE Transactions on Dependable and Secure Computing IEEE Trans. Dependable and Secure Comput. Dependable and Secure Computing, IEEE Transactions on. 23(2):3723-3737 Apr, 2026

Book Borrowing Volume Prediction Based on Complex-valued Differential Equation

Authors: Sun, Xiaochao, Yang, Bin

Source: Proceedings of the 2026 18th International Conference on Computer Research and Development. :45-49

Availability: http://dl.acm.org/doi/10.1145/3796263.3796270

Guaranteed Mass-Conserving Deep Learning Model for Stiff Kinetics in Atmospheric Chemistry

Authors: Feng, Haodong^{aff1, aff2}, Zhang, Yuzhong^aff2, Hu, Peiyan^aff3, Feng, Ruiqi^aff4, Wang, Yue^aff5, Wu, Tailin^aff4, Fan, Dixia^aff2

Source: ACS Earth and Space Chemistry. 10(5):1320-1328

Availability: https://pubs.acs.org/doi/10.1021/acsearthspacechem.6c00004

Research on dynamic stability assessment method of electric-gas coupled system based on V-NODE

Authors: Gu, Bo

Source: 2025 IEEE 7th International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Civil Aviation Safety and Information Technology (ICCASIT), 2025 IEEE 7th International Conference on. :920-924 Oct, 2025

Relation: 2025 IEEE 7th International Conference on Civil Aviation Safety and Information Technology (ICCASIT)

Influence of Surface Effect on Nonlinear Normal Vibrations Modes of Nanotube

Authors: Avramov, Konstantin, Grebennik, Igor, Liubarskyi, Borys, Miroshnikov, Vitaly

Source: 2025 IEEE 6th KhPI Week on Advanced Technology (KhPIWeek) Advanced Technology (KhPIWeek), 2025 IEEE 6th KhPI Week on. :1-6 Oct, 2025

Relation: 2025 IEEE 6th KhPI Week on Advanced Technology (KhPIWeek)

Curriculum Learning-based Physics-informed Neural Network Modeling for Microbial Fermentation Process

Authors: Zhang, Jingran, Li, Quan, Wan, Haiyin

Source: 2025 China Automation Congress (CAC) China Automation Congress (CAC), 2025. :4137-4141 Sep, 2025

Relation: 2025 China Automation Congress (CAC)

An Exploration of Dynamic Data Interaction Based on Lotka-Volterra and Monte Carlo Simulation under Multi-Model Coupling

Authors: Wen, Zhenyu, Li, Wenxuan, Hu, Xinyuan

Source: 2025 IEEE 3rd International Conference on Sensors, Electronics and Computer Engineering (ICSECE) Sensors, Electronics and Computer Engineering (ICSECE), 2025 IEEE 3rd International Conference on. :1203-1211 Aug, 2025

Relation: 2025 IEEE 3rd International Conference on Sensors, Electronics and Computer Engineering (ICSECE)

SAR-Node: Sar Despeckling Using Neural Ordinary Differential Equations

Authors: Ma, Ziqing, Li, Yao, Sun, Jiebao, Guo, Zhichang, Zhang, Dazhi, Yang, Chang, Wu, Boying

Source: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2025 - 2025 IEEE International. :636-639 Aug, 2025

Relation: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium

Integration Formulas for Linear Ordinary Differential Equations by Padé Approximants of the Exponential Function and Their Evaluation

Authors: Yamakawa, T., Kurihara, Y., Kobayashi, K., Watanabe, K.

Source: IEEE Access Access, IEEE. 14:99044-99056 2026