TURB-Rot. A large database of 3d and 2d snapshots from turbulent rotating flows
Biferale, L., Bonaccorso, F., Buzzicotti, M., di Leoni, P. Clark
We present TURB-Rot, a new open database of 3d and 2d snapshots of turbulent velocity fields, obtained by Direct Numerical Simulations (DNS) of the original Navier-Stokes equations in the presence of rotation. The aim is to provide the community interested in data-assimilation and/or computer vision with a new testing-ground made of roughly 300K complex images and fields. TURB-Rot data are characterized by multi-scales strongly non-Gaussian features and rough, non-differentiable, fields over almost two decades of scales. In addition, coming from fully resolved numerical simulations of the original partial differential equations, they offer the possibility to apply a wide range of approaches, from equation-free to physics-based models. TURB-Rot data are reachable at http://smart-turb.roma2.infn.it
Jun-14-2020
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- Research Report (0.40)
- Technology:
- Information Technology > Artificial Intelligence > Vision (0.51)