Development of a methodology for empirical scientific research using standard libraries of automatic machine learning on the example of predicting oil and gas reservoirs in the Tomsk Region

№1 (2024) Vladimir A. Ostanin УДК 004.89, 550.8.05, 167.7 https://doi.org/10.47148/1609-364X-2024-1-4-18 Key words: interpretation of geophysical data, design of geological exploration works for oil and gas, design of oil and gas field development, automatic machine learning, AutoML, AI, autokeras, SHAP, LIME … Continue reading

№3 (2017)

The spatial analysis of a lake network of the Karachay-Cherkess Republic by means of GIS-technologies.Katorgin I.Yu., Shkarlet K.Yu., Roman A.N. … » The structure of GIS «Lakes of the Karachay-Cherkess Republic» is shown. Possibilities of use of GIS-packages for the … Continue reading

№1 (2018)

Dynamics of oil and gas industry development in the 20th century using the world’s largest deposits as an example: GIS project and web service (part II)Odintsova A.A., Gvishiani A.D., Rybkina A.I., Samokhina O.O., Astapenkova A.A., Firsova E.Yu. … » The article describes the results of … Continue reading