Deep Learning Assisted Modeling for ${\chi }^{(2)}$ Nonlinear Optics

Jack Hirschman, Erfan Abedi, Minyang Wang +6

Modeling second-order (${\chi }^{(2)}$) nonlinear optical processes remains computationally expensive due to the need to resolve fast field oscillations and simulate wave propagation usi…