Jinran Wu

1. Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions
   2023/06/22 by Xi'an Li, Jiaxin Deng, Li, Xi'an +9 · 4 citations
   Physics and Astronomy · Engineering · Materials Science · #Model Reduction and Neural Networks #Nanofluid Flow and Heat Transfer #Magnetic Properties and Applications
2. A working likelihood approach to support vector regression with a data-driven insensitivity parameter
   2020/03/09 by Jinran Wu, You‐Gan Wang, Wu, Jinran +1 · 1 citation
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
3. Augmented physics informed extreme learning machine to solve the biharmonic equations via Fourier expansions
   2023/10/21 by Xi'an Li, Li, Xi'an, Jinran Wu +7 · 1 citation
   Computer Science · #FOS: Mathematics #FOS: Physical sciences #Machine Learning and ELM #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
4. Robust Deep Mixture Models
   2026/08/03 by Jinran Wu, Geoffrey J. McLachlan
   Mathematics · #stat.ME #stat.CO