A 1,080-cavity photonic crystal array with an end-to-end trained neural network reconstructs spectra from 1525 to 1605 nm with 0.048 nm resolution and over 95% fidelity.
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physics.optics 1years
2024 1verdicts
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Miniaturized spectrometer enabled by end-to-end deep learning on large-scale radiative cavity array
A 1,080-cavity photonic crystal array with an end-to-end trained neural network reconstructs spectra from 1525 to 1605 nm with 0.048 nm resolution and over 95% fidelity.