Yuling Jiao
Results
Journal Article
Improved Analysis of PINNs: Alleviate the CoD for Compositional Solutions
Annals of Applied Mathematics, Vol. 39 (2023), Iss. 3 : pp. 239–263
Journal Article
A Rate of Convergence of Weak Adversarial Neural Networks for the Second Order Parabolic PDEs
Communications in Computational Physics, Vol. 34 (2023), Iss. 3 : pp. 813–836
Journal Article
Convergence Rate Analysis for Deep Ritz Method
Communications in Computational Physics, Vol. 31 (2022), Iss. 4 : pp. 1020–1048
Journal Article
A Rate of Convergence of Physics Informed Neural Networks for the Linear Second Order Elliptic PDEs
Communications in Computational Physics, Vol. 31 (2022), Iss. 4 : pp. 1272–1295
Journal Article
Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Condition
CSIAM Transactions on Applied Mathematics, Vol. 3 (2022), Iss. 4 : pp. 761–791
Journal Article
Improved Analysis of PINNs: Alleviate the CoD for Compositional Solutions
Annals of Applied Mathematics, Vol. 39 (2023), Iss. 3 : pp. 239–263
Journal Article
Convergence Analysis for Over-Parameterized Deep Learning
Communications in Computational Physics, Vol. 36 (2024), Iss. 1 : pp. 71–103
Journal Article
Analysis of Deep Ritz Methods for Semilinear Elliptic Equations
Numerical Mathematics: Theory, Methods and Applications, Vol. 17 (2024), Iss. 1 : pp. 181–209