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fabrication-aware

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Tanvir-Mahmud-Mahim / Learned-generative-process-twins-for-yield-aware-inverse-design-of-multilayer-photonic-sensor

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Official code and open benchmark for FabGAN-ID: learning a generative process twin and optimizing manufacturing-yield tail statistics through a fully differentiable fabrication loop for multilayer photonic sensor inverse design.

machine-learning generative-adversarial-network sensors photonics jax differentiable-programming thin-films inverse-design yield-optimization fabrication-aware
  • Updated Jul 24, 2026
  • Python

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