Yang, Jerry Zhijian

1. Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
   2023/10/11 by Yu Zhan, Qiuhao Chen, Yu, Zhan +11 · 10 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
2. Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class
   2021/02/28 by Yuling Jiao, Jiao, Yuling, Yanming Lai +9 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA)
3. Stability and convergence analysis of high-order numerical schemes with DtN-type absorbing boundary conditions for nonlocal wave equations
   2022/11/08 by Jihong Wang, Wang, Jihong, Jerry Zhijian Yang +3 · 2 citations
   Engineering · Mathematics · #Differential Equations and Numerical Methods #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations
4. Current density impedance imaging with PINNs
   2023/06/24 by Chenguang Duan, Yuling Jiao, Duan, Chenguang +5 · 2 citations
   Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Numerical Analysis (math.NA)
5. A Stabilized Physics Informed Neural Networks Method for Wave Equations
   2024/03/28 by Jiao, Yuling, Liu, Yuhui, Yang, Jerry Zhijian +1 · 2 citations
   #62G05 #65M12 #68T07 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
6. Global Optimization via Schrödinger-Föllmer Diffusion
   2021/10/31 by Yin Dai, Yuling Jiao, Dai, Yin +7 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic processes and financial applications
7. DRM Revisited: A Complete Error Analysis
   2024/07/12 by Yuling Jiao, Jiao, Yuling, Ruoxuan Li +7 · 2 citations
   Computer Science · #Digital Rights Management and Security
8. Nonlinear Assimilation via Score-based Sequential Langevin Sampling
   2024/11/20 by Zhao Ding, Ding, Zhao, Chenguang Duan +9 · 2 citations
   Computer Science · Environmental Science · Mathematics · #Climate variability and models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #cs.NA #math.NA #math.OC #stat.ML
9. Characteristic Learning for Provable One Step Generation
   2024/05/09 by Zhao Ding, Ding, Zhao, Chenguang Duan +9 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #IoT-based Smart Home Systems #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Modular Robots and Swarm Intelligence #Numerical Analysis (math.NA) #Statistics Theory (math.ST)
10. Solving the inverse source problem of the fractional Poisson equation by MC-fPINNs
    2024/07/04 by Ruilong Sheng, Peiying Wu, Sheng, Rui +5 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #62G05 #65M12 #68T07 #Electromagnetic Scattering and Analysis #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering #Numerical methods in inverse problems