Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation. - Nathan Gaby; Fumin Zhang 001; Xiaojing Ye (CDC, 2022)

Neural Control of Parametric Solutions for High-Dimensional Evolution PDEs. - Nathan Gaby; Xiaojing Ye; Haomin Zhou 001 (SIAM J. Sci. Comput., 2024)

Approximation of solution operators for high-dimensional PDEs. - Nathan Gaby; Xiaojing Ye (J. Comput. Phys., 2025)

Hamiltonian Theory and Computation of Optimal Probability Density Control in High Dimensions. - Nathan Gaby; Xiaojing Ye (CoRR, 2025)