Adding vorticity to model parameter using FiLM (Feature wise Linear Modulation)#30

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ohmatheus wants to merge 10 commits intomainfrom

FilM-conditioning-vorticity

Commits on Feb 19, 2026

Added a vorticity range for data gen
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Added vorticity range to generated simulations. Output simulation's vorticity in a meta file. Empty/non/empty sequences and splits should have same vorticity distribution.
ohmatheus
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updated npz conversion with meta file 'passing' to npz folder
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Updated dataset class with scalar
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Updated Unet architecture with Film conditionning/embedding and FiLM layer
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updated trainer with FiLM conditioning
ohmatheus
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Updated training with post train test to check mse/vorticity level. + Moved all plot functions to a dedicated file to clean up trainer code.
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Updated onnx export with the new FilM input
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Engine reads new onnx and change vorticity with a slider in RT
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cpp linter
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