Predicting volcanic activity and compositional content of effusive rocks. Geochemical modelling of the formation of mud volcano breccias organic moieties using artificial intelligence capacity

Authors

  • R.Y. Aliyarov Scientific Research Institute "Geotechnological Problems of Oil, Gas and Chemistry", Ministry of Science and Education of Azerbaijan, Dilara Aliyeva Street 227, AZ1010 Baku, Azerbaijan Author
  • E.B. Zeynalov Scientific Research Institute "Geotechnological Problems of Oil, Gas and Chemistry", Ministry of Science and Education of Azerbaijan, Dilara Aliyeva Street 227, AZ1010 Baku, Azerbaijan Author
  • A.B. Guseynov Scientific Research Institute "Geotechnological Problems of Oil, Gas and Chemistry", Ministry of Science and Education of Azerbaijan, Dilara Aliyeva Street 227, AZ1010 Baku, Azerbaijan Author
  • E.B. Huseynova Scientific Research Institute "Geotechnological Problems of Oil, Gas and Chemistry", Ministry of Science and Education of Azerbaijan, Dilara Aliyeva Street 227, AZ1010 Baku, Azerbaijan Author
  • B.E. Zeynalov Berlin Free University geological faculty graduate, IAV Computer Test Manager, Malteserstrasse 74-100, 12249 Berlin, Germany Author

Keywords:

artificial intelligence, geochemical modelling, geoinformation systems, computer programs for modelling volcanic magmatic processes, computer programs for determining the compositional composition of mud volcano breccias

Abstract

Nowadays, with the advent and development of artificial intelligence (AI) capabilities, it has become realistic to perform accurate modelling and make predictions on many physical, chemical, biological and geological processes occurring in nature, in living organisms, or carried out artificially, in field, laboratory and industrial circumstances. Basic and specialized computer software (SW) of AI, covering practically all the data accumulated during centuries by rich human experience and practice of experimentation, allow to provide final, almost reliable information about given objects and processes. Since this direction and approaches are still only at the initial stage of their development, it seemed appropriate to provide information about some computer programs that allow modelling natural processes. As an example, this paper presents the question of modelling the organic composition of volcanic rocks by means of available computer programs provided by the AI network. It seems that this information will be useful for readers, profile specialists and experts in solving such problems and will save them from long wandering through various internet resources.

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Published

2025-07-15

Issue

Section

Earth Sciences and Geography

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