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Rock typing is an essential tool for reservoir characterization and management in the petroleum industry. It is the process of grouping portions of a rock sample based on their physical and chemical properties. This process is currently done by experts in the industry, which consumes valuable industry resources. Precise and efficient rock typing can build accurate geological models, optimize exploration and production strategies, and reduce exploration and production risks. This work proposes a deep learning metho...

The oil and gas production complex plays a leading role in the economy of the Republic of Kazakhstan, the development of which is associated with the exploration, development and exploitation of not only new, but also mature oil and gas fields. In recent years, the country's large and well-known oil and gas fields have entered the last stage of development, which is accompanied by water cut, deterioration of collector properties and reduction of production rates. One such field is Uzen. Under these conditions it i...

Several organizations warn of the increase in temperature and the associated extreme climatic conditions for life on Earth. The aim of this article is to point out the influence of climatic conditions on the development of walnut (Juglans regia L.) in the spring months (11.5. - 18.6.) in the years 2018 - 2019, which were above-normal to temperature-normal (compared to the climatic normal 1991 - 2020) and in the years 2021 - 2022, which were below normal temperatures. The impact of the amount of precipitation was a...