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Yoshitsugu Takei - One of the best experts on this subject based on the ideXlab platform.

Shingo Kamimoto - One of the best experts on this subject based on the ideXlab platform.

Takahiro Kawai - One of the best experts on this subject based on the ideXlab platform.

Frederic Barbaresco - One of the best experts on this subject based on the ideXlab platform.

  • geometric theory of heat from souriau lie groups thermodynamics and koszul hessian geometry applications in information geometry for exponential families
    2016
    Co-Authors: Frederic Barbaresco
    Abstract:

    We introduce the Symplectic Structure of Information Geometry based on Souriau’s Lie Group Thermodynamics model, with a covariant definition of Gibbs equilibrium via invariances through co-adjoint action of a group on its moment space, defining physical observables like energy, heat, and moment as pure geometrical objects. Using Geometric (Planck) Temperature of Souriau model and Symplectic cocycle notion, the Fisher metric is identified as a Souriau Geometric Heat Capacity. Souriau model is based on affine representation of Lie Group and Lie algebra that we compare with Koszul works on G/K homogeneous space and bijective correspondence between the set of G-invariant flat connections on G/K and the set of affine representations of the Lie algebra of G. In the framework of Lie Group Thermodynamics, an Euler-Poincare Equation is elaborated with respect to thermodynamic variables, and a new variational principal for thermodynamics is built through an invariant Poincare-Cartan-Souriau integral. The Souriau-Fisher metric is linked to KKS (Kostant-Kirillov-Souriau) 2-form that associates a canonical homogeneous symplectic manifold to the co-adjoint orbits. We apply this model in the framework of Information Geometry for the action of an affine Group for exponentiel families, and provide some illustrations of use cases for multivariate Gaussian densities. Information Geometry is presented in the context of seminal work of Frechet and his Clairaut-Legendre Equation. Souriau model of Statistical Physics is validated as compatible with Balian gauge model of thermodynamics. We recall the precursor work of Casalis on affine group invariance for natural exponential families.

  • geometric theory of heat from souriau lie groups thermodynamics and koszul hessian geometry applications in information geometry for exponential families
    Entropy, 2016
    Co-Authors: Frederic Barbaresco
    Abstract:

    We introduce the symplectic structure of information geometry based on Souriau’s Lie group thermodynamics model, with a covariant definition of Gibbs equilibrium via invariances through co-adjoint action of a group on its moment space, defining physical observables like energy, heat, and moment as pure geometrical objects. Using geometric Planck temperature of Souriau model and symplectic cocycle notion, the Fisher metric is identified as a Souriau geometric heat capacity. The Souriau model is based on affine representation of Lie group and Lie algebra that we compare with Koszul works on G/K homogeneous space and bijective correspondence between the set of G-invariant flat connections on G/K and the set of affine representations of the Lie algebra of G. In the framework of Lie group thermodynamics, an Euler-Poincare Equation is elaborated with respect to thermodynamic variables, and a new variational principal for thermodynamics is built through an invariant Poincare-Cartan-Souriau integral. The Souriau-Fisher metric is linked to KKS (Kostant–Kirillov–Souriau) 2-form that associates a canonical homogeneous symplectic manifold to the co-adjoint orbits. We apply this model in the framework of information geometry for the action of an affine group for exponential families, and provide some illustrations of use cases for multivariate gaussian densities. Information geometry is presented in the context of the seminal work of Frechet and his Clairaut-Legendre Equation. The Souriau model of statistical physics is validated as compatible with the Balian gauge model of thermodynamics. We recall the precursor work of Casalis on affine group invariance for natural exponential families.

Zonglin Jiang - One of the best experts on this subject based on the ideXlab platform.

  • Approximate analytic solution of heat conduction in hollow semi-spheres flying at hypersonic speed
    International Communications in Heat and Mass Transfer, 2013
    Co-Authors: Guilai Han, Zonglin Jiang
    Abstract:

    Heat transfer in blunt noses of hypersonic vehicles with coolant inside can be approximately considered as heat conduction in hollow semi-sphere with aerodynamic heating on the outer boundary and enhanced cooling on the inner boundary. Theoretical investigations of temperature field in hollow semi-spheres were carried out by solving the two-dimensional axsymmetric conduction Equation, which could be transformed into Legendre Equation when the separation of variables is applied. However, for such a semi-sphere flying at hypersonic speed, the distribution of heat transfer rates as an outer boundary condition is so complex that the integration in the Legendre solution is nearly impossible to be completed. In this paper, a 4th order Legendre polynomial, derived by the method of undetermined coefficients, was adopted to approach the local similarity solution of hypersonic aerodynamic heating and simplify the integration process, by which an approximate solution could be set up for the temperature field. The approximate solution is also validated by comparing the analytical results with data from numerical simulations, in which the conduction Equation is solved with the improved Richardson scheme. Both analytical and numerical results are compared to each other and match quite well.