Dongxiao Zhang

1. LLM4ED: Large Language Models for Automatic Equation Discovery
   2024/05/13 by Mengge Du, Yuntian Chen, Du, Mengge +7 · 1 voice · 2 citations
   Computer Science · #Computational Physics and Python Applications #cs.AI #cs.LG #cs.SC #math-ph #stat.AP
2. Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series
   2025/01/07 by Yuxiao Hu, Hu, Yuxiao, Li Qian +7 · 13 citations
   Computer Science · Business, Management and Accounting · Decision Sciences · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Data Quality and Management
3. Discrete Point-wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition
   2022/12/19 by Qian Li, Li, Qian, Yuxiao Hu +9 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
4. Record-breaking 2023 marine heatwaves
   2025/07/24 by Tianyun Dong, Zhenzhong Zeng, Ming Pan +14 · 1 voice · 5 citations
   Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Marine and coastal ecosystems #Oceanographic and Atmospheric Processes
5. Physics-constrained robust learning of open-form partial differential equations from limited and noisy data
   2023/09/14 by Mengge Du, Du, Mengge, Longfeng Nie +6 · 2 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Heat Transfer and Optimization
6. Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network
   2021/11/14 by Rui Xu, Xu, Rui, Dongxiao Zhang +3 · 1 citation
   Engineering · #Computational Engineering #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Geophysics (physics.geo-ph) #Hydraulic Fracturing and Reservoir Analysis #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #and Science (cs.CE)
7. TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning
   2022/10/05 by Jiaxin Gao, Wenbo Hu, Gao, Jiaxin +5 · 1 citation
   Computer Science · Engineering · Environmental Science · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Hydrological Forecasting Using AI #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. A Data-Driven Framework for Discovering Fractional Differential Equations in Complex Systems
   2024/12/05 by Xiangnan Yu, Hao Xu, Yu, Xiangnan +11 · 1 citation
   Computer Science · Engineering · #Neural Networks and Applications #Advanced Control Systems Design #Control Systems and Identification