Jichang Xiao

According to our database, Jichang Xiao authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Deep learning based on randomized quasi-Monte Carlo method for solving linear Kolmogorov partial differential equation.

Jichang Xiao, Fengjiang Fu, Xiaoqun Wang

J. Comput. Appl. Math., 2024

Generalization Error Analysis of Deep Backward Dynamic Programming for Solving Nonlinear PDEs.

Du Ouyang, Jichang Xiao, Xiaoqun Wang

CoRR, 2024

2023

Analysis of the Generalization Error of deep learning based on Randomized Quasi-Monte Carlo for Solving Linear Kolmogorov PDEs.

Jichang Xiao, Fengjiang Fu, Xiaoqun Wang

CoRR, 2023

Empirical Risk Minimization over Artificial Neural Networks Overcomes the Curse of Dimensionality in the Numerical Approximation of Linear Kolmogorov Partial Differential Equations with Unbounded Initial Functions.

Jichang Xiao, Xiaoqun Wang

CoRR, 2023