Abstract

Due to the principle of minimal information gain, the measurement of points in an affine space V determines a Legendrian submanifold of . Such Legendrian submanifolds are equipped with additional geometric structures that come from the central moments of the underlying probability distributions and are invariant under the action of the group of affine transformations on V. We investigate the action of this group of affine transformations on Legendrian submanifolds of by giving a detailed overview of the structure of the algebra of scalar differential invariants, and we show how the scalar differential invariants can be constructed from the central moments. In the end, we view the results in the context of equilibrium thermodynamics of gases, and notice that the heat capacity is one of the differential invariants.

Highlights

  • It has been known since the work of Gibbs [1,2] that thermodynamics can be formulated in the language of contact geometry

  • Because the fundamental thermodynamic relation takes the form of a contact structure on an odd-dimensional manifold, closed systems in thermal equilibrium correspond to Legendrian submanifolds with respect to this contact structure

  • We find a generating set of differential invariants and invariant derivations with respect to Aff(V ), and we notice that the heat capacity is one of the fundamental scalar differential invariants

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Summary

Introduction

It has been known since the work of Gibbs [1,2] that thermodynamics can be formulated in the language of contact geometry. For each integer k ≥ 2, the kth central moment gives a symmetric k-form on Legendrian submanifolds [6]. In this framework, the group of affine transformations on V plays an important role, as it acts on. If we treat Legendrian submanifolds that are related by a transformation in this group as equivalent, it is clear that the important quantities are those that are invariant under this group action Such quantities will be the main focus of this paper. We compute differential invariants with respect to two different subgroups of Aff(V ) before we finish with a discussion of the significance of differential invariants

Measuring Points in Affine Spaces
Central Moments
The Action of the Group of Affine Transformations
Jets and PDEs
Differential Invariants
Scalar Differential Invariants
From Invariant Symmetric Forms to Scalar Invariants
The Differential Algebra of Differential Invariants
Thermodynamics of Gases
The Group Action
Differential Invariants with Respect to a Three-Dimensional Subgroup
Differential Invariants with Respect to a Two-Dimensional Subgroup
The Significance of the Differential Invariants

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