Higher Order Geometric Theory of Information and Heat Based on Poly-Symplectic Geometry of Souriau Lie Groups Thermodynamics and Their Contextures: The Bedrock for Lie Group Machine Learning

We introduce poly-symplectic extension of Souriau Lie groups thermodynamics based on higher-order model of statistical physics introduced by Ingarden. This extended model could be used for small data analytics and machine learning on Lie groups. Souriau geometric theory of heat is well adapted to de...

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Detalles Bibliográficos
Autor principal: Barbaresco, Frédéric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512402/
https://www.ncbi.nlm.nih.gov/pubmed/33266564
http://dx.doi.org/10.3390/e20110840

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512402/
https://www.ncbi.nlm.nih.gov/pubmed/33266564
http://dx.doi.org/10.3390/e20110840

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