8 citations · 16 across the 4 of their papers we have counts for
4 papers
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…
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…
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…
Stability and Dynamics of Microring Combs: Elliptic function solutions of the Lugiato-Lefever equation
Chang Sun, Travis Askham, J. Nathan Kutz
We consider a new class of periodic solutions to the Lugiato-Lefever equations (LLE) that govern the electromagnetic field in a microresonator cavity. Specifically, we rigorously c…