A monolithic multi-plane light conversion device fabricated in fused silica glass via direct laser writing enables compact processing of scalar and vectorial structured light including mode conversions and skyrmion transformations.
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A physics-guided FiLM convolutional neural network with soft OAM conservation loss reconstructs the joint radial-azimuthal modal distribution of high-dimensional SPDC entanglement at high fidelity and 128x speedup over numerical simulation.
A semi-automatic procedure for aligning defocused SLMs to enable spatial multiplexing and pixel-level conjugation in diffractive neural networks for faster parallel processing.
citing papers explorer
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Volumetric Processing of Structured Light Integrated in Glass
A monolithic multi-plane light conversion device fabricated in fused silica glass via direct laser writing enables compact processing of scalar and vectorial structured light including mode conversions and skyrmion transformations.
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Learning high-dimensional quantum entanglement through physics-guided neural networks
A physics-guided FiLM convolutional neural network with soft OAM conservation loss reconstructs the joint radial-azimuthal modal distribution of high-dimensional SPDC entanglement at high fidelity and 128x speedup over numerical simulation.
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Tutorial: A practical guide to the alignment of defocused spatial light modulators for fast diffractive neural networks
A semi-automatic procedure for aligning defocused SLMs to enable spatial multiplexing and pixel-level conjugation in diffractive neural networks for faster parallel processing.