Deep neural networks for the evaluation and design of photonic devices
Jiaqi Jiang, Mingkun Chen, Jonathan A. Fan
Topics & Concepts
Artificial neural networkPhotonicsComputer scienceElectromagneticsArtificial intelligenceCurse of dimensionalityNonlinear systemContext (archaeology)Deep learningDiscriminative modelElectronic engineeringDeep neural networksSurrogate modelGenerative grammarElectromagnetismInverse problemMachine learningComputational electromagneticsInverseFlexibility (engineering)Theoretical computer scienceBackpropagationDimensionality reductionNeural Networks and Reservoir ComputingPhotonic and Optical DevicesPhotonic Crystals and Applications