Residual-CNN super-resolution of near-wall turbulent channel flow (JHTDB Re_tau=1000), with leakage-free evaluation and spectral error diagnostics.
dns hpc cnn pytorch turbulence super-resolution computational-fluid-dynamics scientific-machine-learning jhtdb
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Updated
Aug 14, 2026 - Python