RED-DAWN-AI/iDNS-Intelligent-Adaptive-Policy-for-Navier-Stokes: iDNS v2.0.0

Reynolds-invariant temporal lifting validated at Re = 10⁵ and Re = 10⁸

Verified as DNS (Rε = 1.000) and DNS-Coarse against NASA Glenn WRLES (DeBonis, 2013), Chandler & Kerswell (2013), and van Rees et al. (2011).

Key Results:

• BKM collapse: 36.82 (Re=10⁵) vs 36.97 (Re=10⁸), ratio 1.004
• Rε = 1.000 (true DNS) vs NASA benchmark 1.46
• All runs on consumer laptop, zero artificial dissipation

Resolution Ratio (R = N / 1.6√Re):

• Re = 1600, N = 256³: R = 4.0 → DNS (DeBonis validation)
• Re = 10⁵, N = 128³: R = 0.25 → DNS-Coarse
• Re = 10⁵, N = 512³: R ≈ 1.0 → DNS threshold

New in v2:

• Scrubbed CLI solvers (Taylor-Green, Kolmogorov)
• Visualization utilities
• Complete validation data
• Updated documentation

Paper: arXiv (pending, cs.AI) DOI: 10.5281/zenodo.17730872