Wei Cai

1. Multi-scale Deep Neural Networks for Solving High Dimensional PDEs
   2019/10/25 by Wei Cai, Zhi‐Qin John Xu, Cai, Wei +1 · 9 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Numerical methods in engineering #Advanced Numerical Methods in Computational Mathematics
2. A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems
   2019/09/23 by Wei Cai, Cai, Wei, Xiaoguang Li +3 · 6 citations
   Engineering · Materials Science · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Magnetic Properties and Applications #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
3. Identification of a tumour immune barrier in the HCC microenvironment that determines the efficacy of immunotherapy
   2023/01/26 by Yao Liu, Zhenzhen Xun, Kun Ma +23 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Cancer Immunotherapy and Biomarkers #Immune cells in cancer #Single-cell and spatial transcriptomics
4. On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs
   2025/01/17 by Zhi‐Qin John Xu, Xu, Zhi-Qin John, Lulu Zhang +3 · 13 citations
   Computer Science · Engineering · #Advanced Sensor and Control Systems #FOS: Mathematics #Neural Networks and Applications #Numerical Analysis (math.NA) #Sensor Technology and Measurement Systems
5. Multiscale DeepONet for Nonlinear Operators in Oscillatory Function Spaces for Building Seismic Wave Responses
   2021/11/08 by Lizuo Liu, Wei Cai, Liu, Lizuo +1 · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #FOS: Mathematics #Image and Signal Denoising Methods #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
6. MscaleFNO: Multi-scale Fourier Neural Operator Learning for Oscillatory Function Spaces
   2024/12/28 by You, Zhilin, Zhenli Xu, Wei Cai +2 · 10 citations
   Computer Science · #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA)
7. Topological origin of strain induced damage of multi-network elastomers by bond breaking
   2019/10/10 by Yikai Yin, Yin, Yikai, Nicolas Bertin +7 · 3 citations
   Materials Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Polymer composites and self-healing #Advanced Sensor and Energy Harvesting Materials #Cellular Mechanics and Interactions
8. FBSDE based Neural Network Algorithms for High-Dimensional Quasilinear Parabolic PDEs
   2020/12/14 by Wenzhong Zhang, Zhang, Wenzhong, Wei Cai +1 · 4 citations
   Computer Science · Materials Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Magnetic Properties and Applications #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
9. A Causality-DeepONet for Causal Responses of Linear Dynamical Systems
   2022/09/17 by Lizuo Liu, Kamaljyoti Nath, Liu, Lizuo +3 · 4 citations
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #65R20 #65Z05 #78M25 #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques #Structural Health Monitoring Techniques
10. A Survey on Fractional Derivative Modeling of Power-Law Frequency-Dependent Viscous Dissipative and Scattering Attenuation in Acoustic Wave Propagation
    2018/05/01 by Wei Cai, Wen Chen, Jun Fang +1 · 6 citations
    Engineering · Mathematics · #Acoustic Wave Phenomena Research #Fractional Differential Equations Solutions #Numerical methods in engineering
11. DeepMartNet -- A Martingale Based Deep Neural Network Learning Method for Dirichlet BVPs and Eigenvalue Problems of Elliptic PDEs in R^d
    2023/11/15 by Wei Cai, Andrew Qing He, Cai, Wei +3 · 4 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
12. Bridging Culture and Finance: A Multimodal Analysis of Memecoins in the Web3 Ecosystem
    2024/12/06 by Hou-Wan Long, Long, Hou-Wan, Wei Cai +2 · 4 citations
    Social Sciences · #Digital Marketing and Social Media
13. TigerBot: An Open Multilingual Multitask LLM
    2023/12/14 by Ye Chen, Wei Cai, Chen, Ye +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
14. SOC-MartNet: A Martingale Neural Network for the Hamilton-Jacobi-Bellman Equation without Explicit inf H in Stochastic Optimal Controls
    2024/05/06 by Wei Cai, Cai, Wei, Shuixin Fang +2 · 5 citations
    Computer Science · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
15. WFCAT: Augmenting Website Fingerprinting with Channel-wise Attention on Timing Features
    2024/12/16 by Jiajun Gong, Gong, Jiajun, Wei Cai +9 · 3 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Video Analysis and Summarization
16. An Incentive Mechanism for Sustainable Blockchain Storage
    2021/03/10 by Yunshu Liu, Liu, Yunshu, Zhixuan Fang +7 · 1 citation
    Business, Management and Accounting · Computer Science · Engineering · #Blockchain Technology Applications and Security #Computer Science and Game Theory (cs.GT) #Digital Platforms and Economics #FOS: Computer and information sciences #Transportation and Mobility Innovations
17. Electro-optically Modulated Nonlinear Metasurfaces
    2024/04/11 by Zhengqing He, He, Zhengqing, Lun Qu +23 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics
18. Enhanced mobility of dislocation network nodes and its effect on dislocation multiplication and strain hardening
    2022/10/25 by Nicolas Bertin, Bertin, Nicolas, Wei Cai +7 · 1 citation
    Engineering · Materials Science · #Advanced Materials Characterization Techniques #FOS: Physical sciences #Integrated Circuits and Semiconductor Failure Analysis #Materials Science (cond-mat.mtrl-sci) #Microstructure and mechanical properties
19. On Spectral Bias Reduction of Multi-scale Neural Networks for Regression Problems
    2022/12/07 by Bo Wang, Wang, Bo, Heng Yuan +7 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #Numerical methods in inverse problems
20. Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks
    2023/10/30 by Jaehong Chung, Rasool Ahmad, Chung, Jaehong +7 · 2 citations
    Engineering · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydrocarbon exploration and reservoir analysis #Machine Learning (cs.LG) #Mineral Processing and Grinding #Rock Mechanics and Modeling
21. Exponential convergence for multipole and local expansions and their translations for sources in layered media: 2-D acoustic wave
    2018/09/20 by Wenzhong Zhang, Bo Wang, Zhang, Wenzhong +3 · 1 citation
    Engineering · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Mathematics #Geophysical Methods and Applications #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA)
22. Character and spatial distribution of mineralogy at the lunar south polar region
    2023/12/28 by Wenwen Wang, Qi Jin, Xuejiao Chen +6 · 1 citation
    Physics and Astronomy · #Planetary Science and Exploration #Astro and Planetary Science #Space Science and Extraterrestrial Life
23. Political Leanings in Web3 Betting: Decoding the Interplay of Political and Profitable Motives
    2024/07/20 by Hongzhou Chen, Chen, Hongzhou, Xiaolin Duan +5 · 1 citation
    Social Sciences · Psychology · Business, Management and Accounting · #Law in Society and Culture #Sexuality, Behavior, and Technology #Business Law and Ethics
24. Bright Second Harmonic Emission from Photonic Crystal Vertical Cavity
    2023/07/29 by Lun Qu, Qu, Lun, Zhidong Gu +27 · 1 citation
    Physics and Astronomy · Engineering · #Photonic Crystals and Applications #Advanced Fiber Laser Technologies #Photonic and Optical Devices
25. Adenylyl Cyclase 6 Activation Negatively Regulates TLR4 Signaling through Lipid Raft–Mediated Endocytosis
    2013/11/12 by Wei Cai, Ailian Du, Kuan Feng +7 · 12 citations
    Immunology and Microbiology · Biochemistry, Genetics and Molecular Biology · #Immune Response and Inflammation #Sphingolipid Metabolism and Signaling #Neutrophil, Myeloperoxidase and Oxidative Mechanisms
26. Deep random difference method for high-dimensional quasilinear parabolic partial differential equations
    2025/06/25 by Wei Cai, Shuixin Fang, Cai, Wei +3 · 4 citations
    Computer Science · #Image Processing and 3D Reconstruction