Nikita Tsoy

Physics-constrained deep learning for prediction of three-dimensional homogeneous isotropic turbulence

The proposed approach accurately reproduces key turbulence statistics, resolves three-dimensional vortex structures, and maintains divergence-free velocity fields across prediction horizons up to a lead time of 0.3 Eulerian integral timescale.