Zhu, Qunxi
- Neural Delay Differential Equations
2021/02/22 by Qunxi Zhu, Zhu, Qunxi, Yao Guo +3 · 3 citations
Computer Science · Physics and Astronomy · #34Kxx #62M45 #68Txx #82C32 #93C43 #Artificial Intelligence (cs.AI) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #H.1.1 #I.2.6 #I.5.1 #J.2 #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- Neural Delay Differential Equations: System Reconstruction and Image Classification
2023/04/11 by Zhu, Qunxi, Guo, Yao, Lin, Wei · 3 citations
#34Kxx #62M45 #68Txx #82C32 #93C43 #Artificial Intelligence (cs.AI) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #H.1.1 #I.2.6 #I.5.1 #J.2 #Machine Learning (cs.LG)
- From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
2024/05/19 by Li, Xin, Zhang, Jingdong, Zhu, Qunxi +4 · 4 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics Education (physics.ed-ph)
- Learning Hamiltonian neural Koopman operator and simultaneously sustaining and discovering conservation law
2024/06/04 by Jingdong Zhang, Qunxi Zhu, Zhang, Jingdong +3 · 2 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Computational Physics and Python Applications
- Neural Stochastic Control
2022/09/15 by Zhang, Jingdong, Zhu, Qunxi, Lin, Wei · 1 citation
#34K50 #60H10 #68T07 #93E15 #93E35 #Adaptation and Self-Organizing Systems (nlin.AO) #Data Analysis #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #I.2.8 #J.2 #Optimization and Control (math.OC) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Switched Flow Matching: Eliminating Singularities via Switching ODEs
2024/05/19 by Zhu, Qunxi, Lin, Wei · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)