3 citations · 3 across the 1 of their papers we have counts for
3 papers
eess.SP2020★ 3 cited
Deep reinforcement learning for optical systems: A case study of mode-locked lasers
Chang Sun, Eurika Kaiser, Steven L. Brunton +1
We demonstrate that deep reinforcement learning (deep RL) provides a highly effective strategy for the control and self-tuning of optical systems. Deep RL integrates the two leadin…
physics.optics2019
Frequency comb generation at 800nm in waveguide array quantum well diode lasers
Chang Sun, Mark Dong, Niall M. Mangan +3
A traveling wave model for a semiconductor diode laser based on quantum wells is presented as well as a comprehensive theoretical model of the lasing dynamics produced by the inten…
physics.optics2019
Stable Numerical Schemes for Nonlinear Dispersive Equations with Counter-Propagation and Gain Dynamics
Chang Sun, Niall Mangan, Mark Dong +3
We develop a stable and efficient numerical scheme for modeling the optical field evolution in a nonlinear dispersive cavity with counter propagating waves and complex, semiconduct…