Minimal memory differentiable FDTD for inverse design

Conference on Lasers and Electro-Optics(2022)

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Abstract
We construct a reverse mode automatic differentiation FDTD that reduces the memory requirement, a typical bottleneck, by two orders of magnitude, and employ it to produce meta-atoms with specified phase responses and group delays.
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Key words
minimal memory differentiable FDTD,inverse design,reverse mode automatic differentiation FDTD,memory requirement,typical bottleneck,group delays,phase responses
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