We explore numerically the high-dimensional spatiotemporal chaos of Rayleigh-Benard convection using covariant Lyapunov vectors. We integrate the three-dimensional and time-dependent Boussinesq equations for a convection layer in a shallow square box geometry with an aspect ratio of 16 for very long times and for a range of Rayleigh numbers. We simultaneously integrate many copies of the tangent space equations in order to compute the covariant Lyapunov vectors. The dynamics explored has fractal dimensions of 20 less than or similar to D-lambda less than or similar to 50, and we compute on the order of 150 covariant Lyapunov vectors. We use the covariant Lyapunov vectors to quantify the degree of hyperbolicity of the dynamics and the degree of Oseledets splitting and to explore the temporal and spatial dynamics of the Lyapunov vectors. Our results indicate that the chaotic dynamics of Rayleigh-Benard convection is nonhyperbolic for all of the Rayleigh numbers we have explored. Our results yield that the entire spectrum of covariant Lyapunov vectors that we have computed are tangled as indicated by near tangencies with neighboring vectors. A closer look at the spatiotemporal features of the Lyapunov vectors suggests contributions from structures at two different length scales with differing amounts of localization.
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Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Rutgers State Univ, Dept Math, Piscataway, NJ 08854 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Levanger, R.
Xu, M.
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Virginia Tech, Dept Mech Engn, Blacksburg, VA 24061 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Xu, M.
Cyranka, J.
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Rutgers State Univ, Dept Math, Piscataway, NJ 08854 USA
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Cyranka, J.
Schatz, M. F.
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Georgia Inst Technol, Sch Phys, Atlanta, GA 30332 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Schatz, M. F.
Mischaikow, K.
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Rutgers State Univ, Dept Math, Piscataway, NJ 08854 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
Mischaikow, K.
Paul, M. R.
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Virginia Tech, Dept Mech Engn, Blacksburg, VA 24061 USAUniv Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
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Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Karimi, A.
Paul, M. R.
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Virginia Polytech Inst & State Univ, Dept Mech Engn, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA