""" SocrateAI Numeric Dual-Scale Solver ==================================== High-performance numerical PDE solvers, exact rational invariant checkers, and verification certificate generators for dual-scale regularized fluid dynamics. """ __version__ = "0.1.0" __author__ = "Xavier Callens" from dualscale_solver.exact.t_duality import ( RationalDualScale, verify_t_duality_symmetry, verify_singularity_avoidance, ) from dualscale_solver.numeric.dyadic_cascade import DyadicShellSolver from dualscale_solver.numeric.fourier_spectral import PseudoSpectralNavierStokes2D from dualscale_solver.numeric.rk4_integrator import rk4_step, solve_ivp_rk4 __all__ = [ "RationalDualScale", "verify_t_duality_symmetry", "verify_singularity_avoidance", "DyadicShellSolver", "PseudoSpectralNavierStokes2D", "rk4_step", "solve_ivp_rk4", ]