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ydai17
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TIDE-ou_relam50_256_fp64

ArXiv:
Tags:
turbulence
computational-fluid-dynamics
direct-numerical-simulation
navier-stokes
scientific-machine-learning
License:
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+ "Stored values are RAW physical fp32 fields (no normalization applied). Load solver.normalizer.FrozenNormalizer.from_json(ou_relam50_256_fp64_norm_minmax.json or ou_relam50_256_fp64_norm_standardize.json) to transform at load time; velocity (u,v,w) is normalized JOINTLY (one shared scale) to preserve A10 component isotropy. NOTE: the 'standardize' mode is UNBOUNDED (z-score, ~+/-5, pressure can reach ~-11); only 'minmax' maps to [-1,1].",
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+ "Normalization constants were fit on seeds [1, 2, 6] (see attrs['norm_fit_scope']). For train-only fits, held-out frames MAY slightly exceed [-1,1] under 'minmax' -- that is correct (the scale is the TRAIN absmax), not a bug.",
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