Data-efficient and Ultra-fast Surrogate Models for Simulating Nanophotonic Power-splitters

Aggraj Gupta,Uday K Khankhoje,Constantine Sideris

2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI)（2024）

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Alternative Models,Neural Network,Root Mean Square Error,Mediator Variable,Extensive Field,Mean Square Error Values,Power Splitting,Inverse Design,Nanophotonic Devices,Design Process,Dataset Size,Direct Approach,Field Values,Finite-difference Time-domain,Output Ports,Perfectly Matched Layer,Field Domain,Input Waveguide

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