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Adjoint shape optimization applied to electromagnetic design

Optics Express · 2013 · Vol. 21(18) · pp. 21693–21693
Christopher Lalau-KeralySamarth BhargavaOwen D. MillerEli Yablonovitch

Abstract

We present an adjoint-based optimization for electromagnetic design. It embeds commercial Maxwell solvers within a steepest-descent inverse-design optimization algorithm. The adjoint approach calculates shape derivatives at all points in space, but requires only two "forward" simulations. Geometrical shape parameterization is by the level set method. Our adjoint design optimization is applied to a Silicon photonics Y-junction splitter that had previously been investigated by stochastic methods. Owing to the speed of calculating shape derivatives within the adjoint method, convergence is much faster, within a larger design space. This is an extremely efficient method for the design of complex electromagnetic components.

Photonic and Optical DevicesPhotonic Crystals and ApplicationsOptical Coatings and GratingsShape optimizationConvergence (economics)Method of steepest descentOptimal designInverse problemInverseComputer scienceAdjoint equationSpace (punctuation)Splitter

Funding

  • National Science Foundation
  • Defense Advanced Research Projects Agency
Citations
705
FWCI
6.97
field-weighted impact
References
18
Percentile
97%
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References
Generating optimal topologies in structural design using a homogenization method
Computer Methods in Applied Mechanics and Engineering · 1988 · 7,170 citations
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