  Microwave Kinetic Inductance Detectors (MKIDs) are photon detectors comprised
of superconducting LC resonators with unique resonant frequencies corresponding
to their geometrical structure. As each pixel has its own geometry,
electromagnetic simulations by hand of every pixel in a kilo-pixel array are
impractical. Simulating fewer pixels and interpolating in between risks reduced
pixel yield in arrays due to overlapping resonant frequencies. We introduce a
new software called AEM (Automated Electromagnetic MKID simulations) that
automates the constructions and simulations of every simulated MKID pixel in an
array according to specified resonant frequencies and a Qc range. We show
automated designs to have an increased pixel yield (avoiding loses due to
interpolation completely), increased accuracy in resonance frequency and Qc
values when compared to interpolated structures. We also demonstrate a
simulated trial of AEM for 100 MKIDs between 4 & 8 GHz to produce MKIDs with
accuracies of +-0.2 MHz with a runtime of 10 hrs 45 mins.
