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Optics Express

Optics Express

  • Editor: Andrew M. Weiner
  • Vol. 22, Iss. 16 — Aug. 11, 2014
  • pp: 19423–19439

Adjoint-enabled optimization of optical devices based on coupled-mode equations

Yannick Lefevre, Pierre Wahl, Nathalie Vermeulen, and Hugo Thienpont  »View Author Affiliations


Optics Express, Vol. 22, Issue 16, pp. 19423-19439 (2014)
http://dx.doi.org/10.1364/OE.22.019423


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Abstract

In this work, we propose a method for designing optical devices described by coupled-mode equations. Following a commonly applied optimization strategy, we combine gradient-based optimization algorithms with an adjoint sensitivity analysis of the coupled-mode equations to obtain an optimization scheme that can handle a large number of design parameters. To demonstrate this adjoint-enabled optimization method, we design a silicon-on-insulator Raman wavelength converter. As structure, we consider a waveguide constructed from a series of interconnected and adiabatically-varying linear tapers, and treat the width at each interconnection point, the waveguide length, and the pump-Stokes frequency difference as independent design parameters. Optimizing with respect to these 1603 parameters results in an improvement of more than 10 dB in the conversion efficiency for a waveguide length of 6.28 cm and frequency difference 187 GHz below the Raman shift as compared to a converter designed by the conventional phase-matching design rule and operating at perfect Raman resonance. The increase in conversion efficiency is also accompanied by a more than 7 dB-improvement in the Stokes amplification. Hence, the adjoint-enabled optimization allows us to identify a more efficient method for achieving Raman conversion than conventional phase-matching. We also show that adjoint-enabled optimization significantly improves design robustness. In case of the Raman converter example, this leads to a sensitivity with respect to local variations in waveguide width that is several orders of magnitude smaller for the optimized design than for the phase-matched one.

© 2014 Optical Society of America

OCIS Codes
(000.3860) General : Mathematical methods in physics
(000.4430) General : Numerical approximation and analysis
(190.4360) Nonlinear optics : Nonlinear optics, devices
(190.5650) Nonlinear optics : Raman effect
(230.7370) Optical devices : Waveguides

ToC Category:
Optoelectronics

History
Original Manuscript: May 13, 2014
Revised Manuscript: June 27, 2014
Manuscript Accepted: June 30, 2014
Published: August 4, 2014

Citation
Yannick Lefevre, Pierre Wahl, Nathalie Vermeulen, and Hugo Thienpont, "Adjoint-enabled optimization of optical devices based on coupled-mode equations," Opt. Express 22, 19423-19439 (2014)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-22-16-19423


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