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Turing complete Navier-Stokes steady states via cosymplectic geometry
Søren Dyhr1,2, Ángel González-Prieto3,4, Eva Miranda1,2,5
1Laboratory of Geometry and Dynamical Systems, Department of Mathematics, EPSEB, Universitat Politècnica de Catalunya - BarcelonaTech (UPC), Barcelona 08028, Spain.
This study demonstrates that Riemannian manifolds with specific geometric properties can support universal computation, even in the presence of viscosity, by constructing solutions to the Navier-Stokes equations.
Area of Science:
- Mathematical physics
- Differential geometry
- Computational theory
Background:
- The Navier-Stokes equations describe fluid motion and are fundamental in physics.
- Turing completeness signifies the capability of a system to perform any computation.
- Investigating computational universality in geometric settings is an emerging area.
Purpose of the Study:
- To construct stationary solutions to the Navier-Stokes equations on specific Riemannian three-manifolds.
- To demonstrate that these manifolds can exhibit Turing completeness.
- To explore the relationship between geometry, viscosity, and computational universality.
Main Methods:
- Utilizing a correspondence between nonvanishing harmonic one-forms and cosymplectic geometry.
- Extending the classical correspondence between Beltrami fields and Reeb flows.
- Constructing specific solutions on Riemannian manifolds satisfying cohomological conditions.
Main Results:
- Stationary solutions to the Navier-Stokes equations were successfully constructed.
- The studied Riemannian manifolds were shown to be Turing complete.
- Computational universality was demonstrated to be compatible with viscosity under certain geometric conditions.
Conclusions:
- Viscosity does not obstruct computational universality on Riemannian manifolds with nonvanishing harmonic one-forms.
- A mild cohomological condition on the manifold's geometry is sufficient for computational universality.
- The findings link fluid dynamics, differential geometry, and theoretical computer science.
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