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  • Physics-Informed Temporal U-Net for High-Fidelity Fluid Interpolation physics.flu-dyn · 2026-04-25 · unverdicted · none · ref 34 · internal anchor

    A Temporal U-Net with perceptual loss and a physics-informed parabolic bridge interpolates sparse fluid observations, cutting MAE to 0.015 from 0.085 while retaining high-frequency turbulent structures.