Title | Journal | Journal Categories | Citations | Publication Date |
---|---|---|---|---|
A numerical algorithm for fully nonlinear HJB equations:
An approach by control randomization | Monte Carlo Methods and Applications | 47 | 2014 | |
Discrete-time approximation of decoupled Forward–Backward SDE with jumps | Stochastic Processes and their Applications |
| 86 | 2008 |
Adapted solution of a backward stochastic differential equation | Systems & Control Letters |
| 1,512 | 1990 |
Wellposedness of second order backward SDEs | Probability Theory and Related Fields |
| 170 | 2011 |
10.1137/07069849X | SIAM Journal on Control and Optimization |
| 2009 |
Title | Journal | Journal Categories | Citations | Publication Date |
---|---|---|---|---|
Numerical approximation based on deep convolutional neural network for high‐dimensional fully nonlinear merged PDEs and 2BSDEs | Mathematical Methods in the Applied Sciences |
| 2024 | |
Time recursive control of stochastic dynamical systems using forward dynamics and applications | International Journal of Mechanical Sciences |
| 1 | 2022 |
Overcoming the curse of dimensionality in the numerical approximation of backward stochastic differential equations | Journal of Numerical Mathematics |
| 2022 | |
Algorithms for solving high dimensional PDEs: from nonlinear Monte Carlo to machine learning | Nonlinearity |
| 36 | 2021 |
Deep Splitting Method for Parabolic PDEs | SIAM Journal on Scientific Computing |
| 2021 |