Li, Xi'an

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, Li, Xi'an, Jiaxin Deng +9 · 2 citations
   Physics and Astronomy · Engineering · Materials Science · #Model Reduction and Neural Networks #Nanofluid Flow and Heat Transfer #Magnetic Properties and Applications
2. Augmented physics informed extreme learning machine to solve the biharmonic equations via Fourier expansions
   2023/10/21 by Li, Xi'an, Wu, Jinran, Huang, Yujia +4 · 1 citation
   #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
3. Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise
   2024/08/18 by Hou, Yilong, Li, Xi'an, Wu, Jinran +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)