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EDEN compliance: wf-psf modernization (Phase 1)

Closed
Due by November 14, 2025
Closed Feb 27, 2026

This milestone covers the modernization of the wf-psf package to ensure compliance with EDEN 3.1 runtime environments and compatibility with Euclid Science Ground Segment (SGS) software standards.
Objectives:

  • Remove unsupported TensorFlow Addons dependencies, or move them to optional extras.
  • Implement configurable optimizer selection (e.g., Adam, RectifiedAdam) to allow flexible experimentation while maintaining a fully compliant default configuration.
  • Validate reproducibility and performance on simulated datasets, ensuring consistency with baseline results.
  • Addition of inference package to the WaveDiff / WF-PSF framework, allowing the user to generate broadband (polychromatic) PSFs from a trained model, given a list of positions and SEDs.
  • Refactors the Physical Layer Polychromatic PSF model to separate training from inference settings, enabling more flexible and modular usage across different execution contexts.
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