Yeoneung Kim
PulseAugur coverage of Yeoneung Kim — every cluster mentioning Yeoneung Kim across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New method tackles high-dimensional Hamilton-Jacobi-Bellman equations
Researchers have developed a novel neural semi-discrete method for solving high-dimensional first-order Hamilton-Jacobi-Bellman (HJB) equations. This approach utilizes centered differences and artificial viscosity to cr…
-
New PINN-based framework solves complex HJI equations
Researchers have developed a new framework that combines dynamic programming with physics-informed neural networks (PINNs) to solve complex mathematical equations known as Hamilton--Jacobi--Isaacs (HJI) equations. This …
-
New method solves high-dimensional HJB equations using neural networks
Researchers have developed a novel physics-informed policy iteration method designed to solve high-dimensional Hamilton--Jacobi--Bellman equations, which are crucial in continuous-time stochastic control. This method ut…