Wang, Wansheng
- Deep learning numerical methods for high-dimensional fully nonlinear PIDEs and coupled FBSDEs with jumps
2023/01/30 by Wang, Wansheng, Wang, Jie, Li, Jinping +2 · 2 citations
#60H10 #60H35 #65C20 #65C30 #65M15 #65M75 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Stability and error estimates for the variable step-size BDF2 method for linear and semilinear parabolic equations
2020/03/07 by Wang, Wansheng, Mao, Mengli, Wang, Zheng · 1 citation
#65J08 #65L06 #65M12 #65M15 #FOS: Mathematics #Numerical Analysis (math.NA)
- FBSJNN: A Theoretically Interpretable and Efficiently Deep Learning method for Solving Partial Integro-Differential Equations
2024/12/15 by Zaijun Ye, Ye, Zaijun, Wansheng Wang +1 · 2 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- Recurrent Neural Operators: Stable Long-Term PDE Prediction
2025/05/27 by Zhaoxiang Ye, Ye, Zaijun, C Zhang +3 · 2 citations
Computer Science · #65M70 #68T07 #68U20 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)