Joint-DP co-optimizes sensing geometry with Bellman-optimal adaptive policies via differentiable dynamic programming and relaxations, scaling to photonic designs exceeding 10^5 pixels.
Cummer, Johan Christensen, and Andrea Al` u
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Engineered periodic media enable linear classical waves to exhibit discrete quantized energy spectra without nonlinear or quantum ingredients.
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Adaptive Sensing beyond Non-Adaptive Information Limits: End-to-End Co-Design of Geometry, Policy, and Inference
Joint-DP co-optimizes sensing geometry with Bellman-optimal adaptive policies via differentiable dynamic programming and relaxations, scaling to photonic designs exceeding 10^5 pixels.
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Engineering classical waves with quantized energy spectra in periodic media
Engineered periodic media enable linear classical waves to exhibit discrete quantized energy spectra without nonlinear or quantum ingredients.