Topological Evolution and Inverse Problems
Identifieur interne : 000F19 ( Main/Exploration ); précédent : 000F18; suivant : 000F20Topological Evolution and Inverse Problems
Auteurs : Aleš Gottvald [République tchèque]Source :
Abstract
Abstract: Topology is manifest in Inverse Problems, Electromagnetic Theory and many other fields. Cartan’s exterior calculus of differential forms, Lie groups and Exponential Family are central tools for investigating phenomena where some topological changes take place. A fundamental law of topological evolution is equivalent to the First Law of Statistical Thermodynamics, involving a topological interpretation of heat. We link Bayes’ Theorem with Triality, D4-group, and Octonions. We propose that the inner symmetries of Probability Theory itself correspond to an exceptional A-D-E sequence of Lie groups, with vital implications for fundamental physical laws.
Url:
DOI: 10.1007/978-94-017-2494-4_18
Affiliations:
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<front><div type="abstract" xml:lang="en">Abstract: Topology is manifest in Inverse Problems, Electromagnetic Theory and many other fields. Cartan’s exterior calculus of differential forms, Lie groups and Exponential Family are central tools for investigating phenomena where some topological changes take place. A fundamental law of topological evolution is equivalent to the First Law of Statistical Thermodynamics, involving a topological interpretation of heat. We link Bayes’ Theorem with Triality, D4-group, and Octonions. We propose that the inner symmetries of Probability Theory itself correspond to an exceptional A-D-E sequence of Lie groups, with vital implications for fundamental physical laws.</div>
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