Nikolay O. Nikitin - Publications, H-index & Citations

Nikolay O. Nikitin

itmo university

10H指数

65论文数

489被引数

收录论文 13

发表时间

OSISAF-to-MASAM2: Deep Learning for Sea Ice Concentration Super-Resolution Product OSISAF-to-MASAM2：用于海冰浓度超分辨率产品生成的人工智能

IEEE Geoscience and Remote Sensing Letters

IF4.4

2026-09-21

PREAI

Julia Borisova; Dmitry Morozov; Dmitry Gilemkhanov; Nikolay O. Nikitin

Exploring the limitations of transformer models for metocean forecasting 探索变压器模型在海洋气象预报中的局限性

Journal of Computational Science

IF3.7

2026-06-02

PREAI

Julia Borisova; Mikhail Borisov; Stanislava Vostrikova; Viktor Golikov; Andrey Kuznetsov; Gleb Solovev; Alexander A. Stepanets; Mikhail Krinitskiy; Nikolay O. Nikitin

On hyperparameter tuning through Lipschitz global optimization 通过Lipschitz全局优化进行超参数调优

Soft Computing

IF2.5

2026-02-18

PREAI

Konstantin Barkalov; Denis Karchkov; Evgeny Kozinov; Ilya Lebedev; Lubov Yamschikova; Nikolay O. Nikitin; Marina Usova

Low-Cost Microalgae Cell Concentration Estimation in Hydrochemistry Applications Using Computer Vision 基于计算机视觉的低成本微藻细胞浓度估算在水质化学应用中的研究

Sensors 2025, Vol. 25, Page 4651

IF3.5

2025-08-22

PREAI

Julia Borisova; Ivan V. Morshchinin; Veronika I. Nazarova; Nelli Molodkina; Nikolay O. Nikitin

Evolutionary polynomial modeling for interpretable drought prediction and resilient resource management 基于进化多项式建模的可解释干旱预测与韧性资源管理

Ecological Informatics

IF7.3

2025-06-06

OAAI

Tulio J. Francisco; Bruno da Silva Macêdo; Zaher Mundher Yaseen; Nikolay O. Nikitin; Matteo Bodini; Angela Gorgoglione; Camila M. Saporetti; L. Goliatt

LLM Agents for Smart City Management: Enhancing Decision Support Through Multi-Agent AI Systems 智慧城市管理的LLM代理: 通过多代理AI系统增强决策支持

SMART CITIES

IF5.5

2025-01-24

OAAI

Kalyuzhnaya, Anna; Mityagin, Sergey; Lutsenko, Elizaveta; Getmanov, Andrey; Aksenkin, Yaroslav; Fatkhiev, Kamil; Fedorin, Kirill; Nikitin, Nikolay O.; Chichkova, Natalia; Vorona, Vladimir; Boukhanovsky, Alexander

Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines 集成进化自动机器学习与复合管道的结构灵敏度分析

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-10-01

OAAI

Nikitin, Nikolay O.; Pinchuk, Maiia; Pokrovskii, Valerii; Shevchenko, Peter; Getmanov, Andrey; Aksenkin, Yaroslav; Revin, Ilia; Stebenkov, Andrey; Latypov, Vladimir; Poslavskaya, Ekaterina; V. Kalyuzhnaya, Anna

Automated machine learning approach for time series classification pipelines using evolutionary optimization

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-05-01

PREAI

Revin, Ilia; Potemkin, Vadim A.; Balabanov, Nikita R.; Nikitin, Nikolay O.

Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea 油田开发的混合和自动机器学习方法: 北海Volve油田的案例研究

COMPUTERS & GEOSCIENCES

IF4.4

2022-04-01

OAAI

Nikitin, Nikolay O. O.; Revin, Ilia; Hvatov, Alexander; Vychuzhanin, Pavel; Kalyuzhnaya, Anna, V

Single Red Blood Cell Hydrodynamic Traps via the Generative Design

MICROMACHINES

IF3

2022-02-26

OAAI

Grigorev, Georgii, V; Nikitin, Nikolay O.; Hvatov, Alexander; Kalyuzhnaya, Anna, V; Lebedev, Alexander, V; Wang, Xiaohao; Qian, Xiang; Maksimov, Georgii, V; Lin, Liwei

Automated evolutionary approach for the design of composite machine learning pipelines 用于设计复合机器学习管道的自动进化方法

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-02-01

OAAI

Nikitin, Nikolay O.; Vychuzhanin, Pavel; Sarafanov, Mikhail; Polonskaia, Iana S.; Revin, Ilia; V. Barabanova, Irina; Maximov, Gleb; Kalyuzhnaya, Anna, V; Boukhanovsky, Alexander

Short-Term River Flood Forecasting Using Composite Models and Automated Machine Learning: The Case Study of Lena River

WATER

IF3

2021-12-07

OAAI

Sarafanov, Mikhail; Borisova, Yulia; Maslyaev, Mikhail; Revin, Ilia; Maximov, Gleb; Nikitin, Nikolay O.

Adaptation of NEMO-LIM3 model for multigrid high resolution Arctic simulation

OCEAN MODELLING

IF2.9

2019-09-01

OAAI

Hvatov, Alexander; Nikitin, Nikolay O.; Kalyuzhnaya, Anna, V; Kosukhin, Sergey S.

研究方向