Буханов Никита Владимирович

Буханов Никита Владимирович
кандидат технических наук
доцент (квалификационная категория "доцент практики"), факультет цифровых трансформаций

Педагогический стаж

Общий стаж:
3 года

Публикации

35
Статья
2022 год

Subbotina M., Voskresenskiy A., Bukhanov N.V. Interpretability of geological relationships within fluid flow simulations. 2nd EAGE Digitalization Conference and Exhibition. 2022. pp. 1-6.

Тезисы
2021 год

Generative design of Bayesian networks in petroleum industry

Статья
2021 год

Deeva I., Bubnova A., Andriushchenko P.D., Voskresenskiy A., Bukhanov N.V., Nikitin N.O., Kalyuzhnaya A.V. Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. Vol. 12742. pp. 394-407.

Статья
2020 год

Kovalchuk S.V., Funkner A.A., Balabaeva K.Y., Derevitskii I.V., Fonin V.V., Bukhanov N.V. Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. Vol. 12137 LNCS. pp. 667-675.

Статья
2020 год

Bukhanov N.V., Trudkov P., Vinogradova E., Derevitckii I.V., Balabaeva K.I., Funkner A., Kovalchuk S.V. Computational approach for data-driven mining of upstream value-added structures. EAGE/AAPG Digital Subsurface for Asia Pacific Conference 2020. 2020. pp. 1-5.

Статья
2020 год

Melnikov M., Shishaev G., Matveev I., Eremyan G., Demyanov V., Bukhanov N.V., Belozerov B.V. An optimization method for the assisted history matching (AHM) process using the gradient boosting approach. EAGE/AAPG Digital Subsurface for Asia Pacific Conference 2020. 2020. pp. 1-3.

Статья
2020 год

Grishnyaev E., Paveleva Y., Klimenko N., Volkova A., Bukhanov N.V., Orlov A., Ozhgibesov M. Well placement strategies evaluation based on exploration game challenge. EAGE/AAPG Digital Subsurface for Asia Pacific Conference 2020. 2020. pp. 1-5.

Статья
2020 год

Voskresenskiy A., Bukhanov N.V., Filippova Z., Brandao R., Segura V., Brazil E. Feature Selection for Reservoir Analogues Similarity Ranking As Model-Based Causal Inference. 17th European Conference on the Mathematics of Oil Recovery, ECMOR 2020. 2020. pp. 1-9.

Статья
2020 год

Андрющенко П.Д., Деева И.Ю., Калюжная А.В., Бубнова А.В., Воскресенский А.Г., Буханов Н.В. Анализ параметров нефтегазовых месторождений с использованием байесовских сетей [Analysis of parameters of oil and gas fields using Bayesian networks]. Интеллектуальный анализ данных в нефтегазовой отрасли: сборник тезисов конференции [Data Science in Oil and Gas 2020]. 2020. С. 1-10.

Статья
2020 год

Voskresenskiy A., Butorina M., Popova O., Bukhanov N., Filippova Z., Brandao R., Segura V., Vital Brazil E. Variations in ranked list of reservoir analogs as an effect of search preferences. Saint Petersburg 2020 - Geosciences: Converting Knowledge into Resources. 2020.

Статья
2020 год

Bukhanov N.V., Китаев И., Фофанова Е., Деева Т., Белозеров Б., Мельникова О. Recovery factor evaluation considering reservoir complexity. Proceedings of EAGE Saint-Petersburg 2020. 2020. pp. в печати.

Статья
2020 год

Bukhanov N.V., Клименко Н., Коношонкин Д., Фофанова Е., Белозеров Б. Reduction of uncertainty in reserves estimation based on sedimentological concepts. Proceedings of EAGE Saint-Petersburg 2020. 2020. pp. в печати.

Тезисы
2019 год

Benchmark cases in teaching machine learning for geoscience students

Тезисы
2019 год

Data-driven well placement strategy based on variational simulations

Статья
2019 год

Чурочкин И., Волкова А., Рукавишников В., Федорова Е., Буханов Н.В., Буторин А. Анализ устойчивости кластеризации сейсмических трасс по прямым моделям на основе геологического обнажения [Clustering Methods Stability Analysis of Seismic Traces in Forward Seismic Models Based on Geological Outcrop]. 6th Scientific Conference - Tyumen 2019. 2019. С. 1323.

Статья
2019 год

Churochkin I., Volkova A., Gavrilova E., Bukhanov N.V., Butorin A., Rukavishnikov V. Comparison of Seismic Traces Clustering Efficiency of Different Unsupervised Machine Learning Algorithms in Forward Seismic Models. 81st EAGE Conference and Exhibition 2019. 2019. pp. 1317.

Статья
2019 год

Воскресенский А., Буханов Н.В., Шишаев Г. Зонирование месторождения с помощью кластеризации одномерных сигналов с целью повышения точности автоадаптации на историю добычи [Spatial Zonation of the Field by One-Dimensional Signal Clustering in Order to Improve Quality of History Matching]. 6th Scientific Conference - Tyumen 2019. 2019. С. 1329.

Статья
2018 год

Grigoriev A.S., Konoshonkin D.V., Bukhanov N., Osmonalieva O.T., Belozerov B.V. Risk Factors Evaluation for Monitoring of Well Drilling. 8th Saint Petersburg International Conference and Exhibition: Innovations in Geosciences - Time for Breakthrough. 2018. pp. 44452.

Статья
2018 год

Reshitko A., Golytsina M., Gruzdev A., Semenikhin A., Egorov D., Bukhanov N., Osmonalieva O., Belozerov B. Robustness of extra net thickness identification within vertical and spatial scale using statistical learning methods. 16th European Conference on the Mathematics of Oil Recovery, ECMOR 2018. 2018.

Статья
2018 год

Egorov D.V., Bukhanov N.V., Belozerov B.V., Rukavishnikov V.S. Automatic Interpretation of Facies from Wireline Logs by Using Hierarchical Machine Learning Approach. 8th Saint Petersburg International Conference and Exhibition: Innovations in Geosciences - Time for Breakthrough. 2018. pp. 44351.

Статья
2018 год

Закиров А., Кирьянов Е., Буханов Н.В., Белозеров Б., Кульневич А., Чугунов Р., Сливкин С. Когнитивные технологии исследования информационных массивов для восстанавления неявных знаний и данных [Cognitive approach for hidden knowledge extraction from corporate information dataframes]. Нефтяное хозяйство [Neftyanoe khozyaystvo - Oil Industry]. 2018. № 12. С. 76-78.

Статья
2018 год

Belozerov B., Bukhanov N., Egorov D., Zakirov A., Osmonalieva O., Golitsyna M., Reshytko A., Semenikhin A., Shindin E., Lipets V. Automatic Well Log Analysis Across Priobskoe Field Using Machine Learning Methods. Society of Petroleum Engineers - SPE Russian Petroleum Technology Conference 2018, RPTC 2018. 2018.

Статья
2018 год

Bukharev A.Y., Budennyy S.A., Pachezhertsev A.A., Belozerov B., Zhukovskaya E.A., Tugarova M.A., Bukhanov N., Zakirov A.N. Automatic Analysis Of Petrographic Thin Section Images Of Sandstone. 16th European Conference on the Mathematics of Oil Recovery, ECMOR 2018. 2018.

Статья
2017 год

Bukhanov N., Balakhontceva M., Kovalchuk S., Zvartau N., Konradi A. Multiscale modeling of comorbidity relations in hypertensive outpatients. Procedia Computer Science. 2017. Vol. 121. pp. 446-450.

Статья
2017 год

Bukhanov N., Balakhontseva M., Krikunov A., Sabirov A., Semakova A., Zvartau N., Konradi A. Clustering of comorbidities based on conditional probabilities of diseases in hypertensive patients. Procedia Computer Science. 2017. Vol. 108. pp. 2478-2487.

Статья
2017 год

Егоров Д.В., Буханов Н.В., Осмоналиева О.Т., Белозеров Б.В., Решитько А.А., Голицына М.В., Семенихин А.С. Экспертный анализ геолого-физической информации по Приобскому и Муравленковскому месторождениям на основе моделей машинного обучения [Incorporation of experts' experience into machine learning models using well logs analysis for Priobskoye and Muravlenkovskoye brownfields]. Нефтяное хозяйство [Neftyanoe khozyaystvo - Oil Industry]. 2017. № 12. С. 28-31.

Статья
2016 год

Sochilovich E.M., Bukhanov N.V. Benchmark Case Study: Development Optimizaton of Synthetic Model of Shestakovo’s Outcrop Using Proxy Modelling. 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences. 2016. pp. 678-682.

Статья
2016 год

Fedorova E.V., Bukhanov N.V., Baranov V. Synthetic Seismic Models Construction for Detailed Geological Outcrop Description. 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences. 2016. pp. 224-228.

Статья
2016 год

Telnova A., Baranov V., Bukhanov N.V., Beschasova P. 3D Geological Modelling Methodology for Unconventional Reservoirs of the Bazhenov Formation. 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences. 2016. pp. 324-328.

Статья
2016 год

Telnova A., Baranov V., Bukhanov N.V. Bazhenov fm unconventional reservoir 3D geological modeling methodology. IOP Conference Series: Earth and Environmental Science. 2016. Vol. 33. No. 1. pp. 012033.

Статья
2016 год

Simonov D.A., Baranov V., Bukhanov N.V., Beschasova P. Classification of the Bazhenov Formation Using Well Logs (R Field). 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences. 2016. pp. 329-333.

Статья
2016 год

Simonov D.A., Baranov V., Bukhanov N.V. Bazhenov Fm Classification Based on Wireline Logs. IOP Conference Series: Earth and Environmental Science. 2016. Vol. 33. No. 1. pp. 012034.

Статья
2015 год

Bukhanov N.V., Alekhin I., Demyanov V., Baranov V. Development Scenario Optimization under Geological Description Uncertainty. Petroleum Geostatistics 2015. 2015. pp. 358-362.

Статья
2015 год

Lomakina N.Y., Belozerov V.B., Bukhanov N.V. Lithology evaluation of a Bazhenov formation reservoir using seismic and well log analysis. IOP Conference Series: Earth and Environmental Science. 2015. Vol. 24. No. 1. pp. 012047.

Статья
2015 год

Баширов А., Белозеров В., Bukhanov N.V., Евдокимов А. Understanding thin beds within the Bazhenov formation using seismic modeling. IOP Conference Series: Earth and Environmental Science. 2015. Vol. 24. No. 1. pp. 012035.

Повышение квалификации

Курсы повышения квалификации на базе НИУ ИТМО
2018 год
Информационная система Университета ИТМО: функционирование и порядок использования

Российская Федерация, Санкт-Петербург