502 citations · 2.4k across the 13 of their papers we have counts for
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physics.optics2018★ 324 cited
Adjoint method and inverse design for nonlinear nanophotonic devices
Tyler W. Hughes, Momchil Minkov, Ian A. D. Williamson +1
The development of inverse design, where computational optimization techniques are used to design devices based on certain specifications, has led to the discovery of many compact,…
physics.optics2018★ 502 cited
Training of photonic neural networks through in situ backpropagation
Tyler W. Hughes, Momchil Minkov, Yu Shi +1
Recently, integrated optics has gained interest as a hardware platform for implementing machine learning algorithms. Of particular interest are artificial neural networks, since ma…