jhtdb

Geometric depletion of enstrophy production in the extreme vorticity tail — a Reynolds-number study toward the Navier–Stokes regularity question (Saluca Labs). DNS + JHTDB pipeline + analysis; MIT.

Residual-CNN super-resolution of near-wall turbulent channel flow (JHTDB Re_tau=1000), with leakage-free evaluation and spectral error diagnostics.

Vortex topology and turbulent dissipation: relational predictive advantage in forced isotropic turbulence (FNE-II)

Code and data: Pressure-Hessian non-locality follows the local Kolmogorov length: an input radius for machine-learning closures (J. Jiang, submitted to Computers & Fluids, 2026)