Компьютерное моделирование природных систем (NSS Lab)

Искусственный интеллект Машинное обучение Математическое моделирование

R-35D70-101F0-QK14D

0000-0002-9612-8601

56218089100

bjiILqcAAAAJ

Заведующий

Калюжная Анна Владимировна

к.т.н.

Публикаций

Цитирований

601

Индекс Хирша

Необходимо авторизоваться.

Сайт лаборатории

Исследования в лаборатории фокусируются на нескольких основных направлениях. Алгоритмические направления: автоматическое машинное обучение, генеративный дизайн физических объектов, алгоритмы идентификации физических моделей по данным, алгоритмы обучения вероятностных моделей, а также алгоритмы композитного ИИ, которые могут соединять все вышеперечисленное :)

Любимым прикладным направлением нашей лаборатории было и остается моделирование природных процессов. Кроме этого, лаборатория много внимания уделяет разработке открытого кода и созданию современных образовательных курсов в магистратуре.

Машинное обучение
Генеративный дизайн физических объектов
AutoML
Алгоритмы идентификации физических моделей по данным
Композитный ИИ
Bayesian networks

Анна Калюжная

Заведующий

Александр Хватов 🥼 🤝

Старший научный сотрудник

Николай Никитин 🥼 🤝

Старший научный сотрудник

Илья Ревин

Научный сотрудник

Ирина Деева

Научный сотрудник

Анна Бубнова

Инженер

Юлия Борисова

Инженер

Михаил Масляев

Младший научный сотрудник

Михаил Сарафанов

Младший научный сотрудник

Всего публикаций

Всего цитирований

508

Цитирований на публикацию

10.16

Среднее число публикаций в год

3.85

Годы публикаций

2012-2024 (13 лет)

h-index

i10-index

m-index

0.85

o-index

g-index

w-index

Описание метрик

h-index

Учёный имеет индекс h, если h из его N статей цитируются как минимум h раз каждая, в то время как оставшиеся (N - h) статей цитируются не более чем h раз каждая.

https://www.pnas.org/doi/full/10.1073/pnas.0507655102

i10-index

Число статей автора, получивших не менее 10 ссылок каждая.

https://scholar.googleblog.com/2011/11/google-scholar-citations-open-to-all.html

m-index

m-индекс ученого численно равен отношению его h-индекса к количеству лет, прошедших с момента первой публикации.

https://harzing.com/publications/white-papers/reflections-on-the-h-index

o-index

Среднее геометрическое h-индекса и числа цитирований наиболее цитируемой статьи ученого.

https://arxiv.org/abs/1511.01545

g-index

Для данного множества статей, отсортированного в порядке убывания количества цитирований, которые получили эти статьи, g-индекс это наибольшее число, такое что g самых цитируемых статей получили (суммарно) не менее g² цитирований.

https://doi.org/10.1007/s11192-006-0144-7

w-index

Если w статей ученого имеют не менее 10w цитирований каждая и другие статьи меньше, чем 10(w+1) цитирований, то w-индекс исследователя равен w.

https://doi.org/10.1002/asi.21276

Топ-100

Области наук

	2 4 6 8 10 12 14
General Medicine	General Medicine, 14, 28% General Medicine 14 публикаций, 28%
Theoretical Computer Science	Theoretical Computer Science, 5, 10% Theoretical Computer Science 5 публикаций, 10%
General Computer Science	General Computer Science, 5, 10% General Computer Science 5 публикаций, 10%
Modeling and Simulation	Modeling and Simulation, 4, 8% Modeling and Simulation 4 публикации, 8%
Software	Software, 3, 6% Software 3 публикации, 6%
General Physics and Astronomy	General Physics and Astronomy, 2, 4% General Physics and Astronomy 2 публикации, 4%
Electrical and Electronic Engineering	Electrical and Electronic Engineering, 2, 4% Electrical and Electronic Engineering 2 публикации, 4%
Computer Science (miscellaneous)	Computer Science (miscellaneous), 2, 4% Computer Science (miscellaneous) 2 публикации, 4%
Hardware and Architecture	Hardware and Architecture, 2, 4% Hardware and Architecture 2 публикации, 4%
Computer Networks and Communications	Computer Networks and Communications, 2, 4% Computer Networks and Communications 2 публикации, 4%
Control and Systems Engineering	Control and Systems Engineering, 2, 4% Control and Systems Engineering 2 публикации, 4%
Multidisciplinary	Multidisciplinary, 1, 2% Multidisciplinary 1 публикация, 2%
Materials Science (miscellaneous)	Materials Science (miscellaneous), 1, 2% Materials Science (miscellaneous) 1 публикация, 2%
General Mathematics	General Mathematics, 1, 2% General Mathematics 1 публикация, 2%
Mechanical Engineering	Mechanical Engineering, 1, 2% Mechanical Engineering 1 публикация, 2%
Industrial and Manufacturing Engineering	Industrial and Manufacturing Engineering, 1, 2% Industrial and Manufacturing Engineering 1 публикация, 2%
Environmental Engineering	Environmental Engineering, 1, 2% Environmental Engineering 1 публикация, 2%
Computational Mathematics	Computational Mathematics, 1, 2% Computational Mathematics 1 публикация, 2%
Computational Theory and Mathematics	Computational Theory and Mathematics, 1, 2% Computational Theory and Mathematics 1 публикация, 2%
Information Systems	Information Systems, 1, 2% Information Systems 1 публикация, 2%
Artificial Intelligence	Artificial Intelligence, 1, 2% Artificial Intelligence 1 публикация, 2%
Oceanography	Oceanography, 1, 2% Oceanography 1 публикация, 2%
Atmospheric Science	Atmospheric Science, 1, 2% Atmospheric Science 1 публикация, 2%
Geotechnical Engineering and Engineering Geology	Geotechnical Engineering and Engineering Geology, 1, 2% Geotechnical Engineering and Engineering Geology 1 публикация, 2%
General Earth and Planetary Sciences	General Earth and Planetary Sciences, 1, 2% General Earth and Planetary Sciences 1 публикация, 2%
Engineering (miscellaneous)	Engineering (miscellaneous), 1, 2% Engineering (miscellaneous) 1 публикация, 2%
Business and International Management	Business and International Management, 1, 2% Business and International Management 1 публикация, 2%
Computers in Earth Sciences	Computers in Earth Sciences, 1, 2% Computers in Earth Sciences 1 публикация, 2%
Numerical Analysis	Numerical Analysis, 1, 2% Numerical Analysis 1 публикация, 2%
Ecological Modeling	Ecological Modeling, 1, 2% Ecological Modeling 1 публикация, 2%
	2 4 6 8 10 12 14

Журналы

Цитирующие журналы

	10 20 30 40 50 60
Журнал не определён	Журнал не определён, 55, 10.81% Журнал не определён 55 цитирований, 10.81%
Procedia Computer Science	Procedia Computer Science, 48, 9.43% Procedia Computer Science 48 цитирований, 9.43%
Lecture Notes in Computer Science	Lecture Notes in Computer Science, 19, 3.73% Lecture Notes in Computer Science 19 цитирований, 3.73%
Communications in Computer and Information Science	Communications in Computer and Information Science, 12, 2.36% Communications in Computer and Information Science 12 цитирований, 2.36%
Remote Sensing	Remote Sensing, 12, 2.36% Remote Sensing 12 цитирований, 2.36%
Water (Switzerland)	Water (Switzerland), 12, 2.36% Water (Switzerland) 12 цитирований, 2.36%
Future Generation Computer Systems	Future Generation Computer Systems, 11, 2.16% Future Generation Computer Systems 11 цитирований, 2.16%
Journal of Computational Science	Journal of Computational Science, 10, 1.96% Journal of Computational Science 10 цитирований, 1.96%
Mathematics	Mathematics, 7, 1.38% Mathematics 7 цитирований, 1.38%
Ocean Engineering	Ocean Engineering, 6, 1.18% Ocean Engineering 6 цитирований, 1.18%
Environmental Modelling and Software	Environmental Modelling and Software, 5, 0.98% Environmental Modelling and Software 5 цитирований, 0.98%
Lecture Notes in Networks and Systems	Lecture Notes in Networks and Systems, 5, 0.98% Lecture Notes in Networks and Systems 5 цитирований, 0.98%
Sensors	Sensors, 5, 0.98% Sensors 5 цитирований, 0.98%
Micromachines	Micromachines, 4, 0.79% Micromachines 4 цитирования, 0.79%
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4, 0.79% IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4 цитирования, 0.79%
IEEE Transactions on Geoscience and Remote Sensing	IEEE Transactions on Geoscience and Remote Sensing, 4, 0.79% IEEE Transactions on Geoscience and Remote Sensing 4 цитирования, 0.79%
Scientific Reports	Scientific Reports, 4, 0.79% Scientific Reports 4 цитирования, 0.79%
Advances in Intelligent Systems and Computing	Advances in Intelligent Systems and Computing, 4, 0.79% Advances in Intelligent Systems and Computing 4 цитирования, 0.79%
Natural Hazards	Natural Hazards, 4, 0.79% Natural Hazards 4 цитирования, 0.79%
Sustainability	Sustainability, 4, 0.79% Sustainability 4 цитирования, 0.79%
Processes	Processes, 4, 0.79% Processes 4 цитирования, 0.79%
Journal of Hydrology	Journal of Hydrology, 4, 0.79% Journal of Hydrology 4 цитирования, 0.79%
International Journal of Applied Earth Observation and Geoinformation	International Journal of Applied Earth Observation and Geoinformation, 4, 0.79% International Journal of Applied Earth Observation and Geoinformation 4 цитирования, 0.79%
Engineering Applications of Artificial Intelligence	Engineering Applications of Artificial Intelligence, 4, 0.79% Engineering Applications of Artificial Intelligence 4 цитирования, 0.79%
Entropy	Entropy, 3, 0.59% Entropy 3 цитирования, 0.59%
Moscow University Physics Bulletin (English Translation of Vestnik Moskovskogo Universiteta, Fizika)	Moscow University Physics Bulletin (English Translation of Vestnik Moskovskogo Universiteta, Fizika), 3, 0.59% Moscow University Physics Bulletin (English Translation of Vestnik Moskovskogo Universiteta, Fizika) 3 цитирования, 0.59%
Complexity	Complexity, 3, 0.59% Complexity 3 цитирования, 0.59%
Knowledge-Based Systems	Knowledge-Based Systems, 3, 0.59% Knowledge-Based Systems 3 цитирования, 0.59%
Computers and Geosciences	Computers and Geosciences, 3, 0.59% Computers and Geosciences 3 цитирования, 0.59%
Doklady Mathematics	Doklady Mathematics, 3, 0.59% Doklady Mathematics 3 цитирования, 0.59%
Applied Sciences (Switzerland)	Applied Sciences (Switzerland), 3, 0.59% Applied Sciences (Switzerland) 3 цитирования, 0.59%
Stochastic Environmental Research and Risk Assessment	Stochastic Environmental Research and Risk Assessment, 3, 0.59% Stochastic Environmental Research and Risk Assessment 3 цитирования, 0.59%
Urban Climate	Urban Climate, 3, 0.59% Urban Climate 3 цитирования, 0.59%
IEEE Access	IEEE Access, 3, 0.59% IEEE Access 3 цитирования, 0.59%
bioRxiv	bioRxiv, 3, 0.59% bioRxiv 3 цитирования, 0.59%
2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings	2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, 3, 0.59% 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings 3 цитирования, 0.59%
2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings	2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, 3, 0.59% 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings 3 цитирования, 0.59%
Journal of Marine Science and Engineering	Journal of Marine Science and Engineering, 2, 0.39% Journal of Marine Science and Engineering 2 цитирования, 0.39%
ACS applied materials & interfaces	ACS applied materials & interfaces, 2, 0.39% ACS applied materials & interfaces 2 цитирования, 0.39%
Information Sciences	Information Sciences, 2, 0.39% Information Sciences 2 цитирования, 0.39%
Journal of Personalized Medicine	Journal of Personalized Medicine, 2, 0.39% Journal of Personalized Medicine 2 цитирования, 0.39%
ACM Computing Surveys	ACM Computing Surveys, 2, 0.39% ACM Computing Surveys 2 цитирования, 0.39%
Sustainable Cities and Society	Sustainable Cities and Society, 2, 0.39% Sustainable Cities and Society 2 цитирования, 0.39%
Journal of Hydroinformatics	Journal of Hydroinformatics, 2, 0.39% Journal of Hydroinformatics 2 цитирования, 0.39%
Biosensors	Biosensors, 2, 0.39% Biosensors 2 цитирования, 0.39%
Hydrology and Earth System Sciences	Hydrology and Earth System Sciences, 2, 0.39% Hydrology and Earth System Sciences 2 цитирования, 0.39%
Chaos, Solitons and Fractals	Chaos, Solitons and Fractals, 2, 0.39% Chaos, Solitons and Fractals 2 цитирования, 0.39%
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, 2, 0.39% Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering 2 цитирования, 0.39%
Expert Systems with Applications	Expert Systems with Applications, 2, 0.39% Expert Systems with Applications 2 цитирования, 0.39%
ISPRS International Journal of Geo-Information	ISPRS International Journal of Geo-Information, 2, 0.39% ISPRS International Journal of Geo-Information 2 цитирования, 0.39%
Ecological Informatics	Ecological Informatics, 2, 0.39% Ecological Informatics 2 цитирования, 0.39%
European Physical Journal: Special Topics	European Physical Journal: Special Topics, 2, 0.39% European Physical Journal: Special Topics 2 цитирования, 0.39%
Applied Energy	Applied Energy, 2, 0.39% Applied Energy 2 цитирования, 0.39%
Remote Sensing Applications: Society and Environment	Remote Sensing Applications: Society and Environment, 2, 0.39% Remote Sensing Applications: Society and Environment 2 цитирования, 0.39%
Mathematical Biosciences and Engineering	Mathematical Biosciences and Engineering, 2, 0.39% Mathematical Biosciences and Engineering 2 цитирования, 0.39%
AI Communications	AI Communications, 2, 0.39% AI Communications 2 цитирования, 0.39%
Journal of Supercomputing	Journal of Supercomputing, 2, 0.39% Journal of Supercomputing 2 цитирования, 0.39%
Soft Computing	Soft Computing, 2, 0.39% Soft Computing 2 цитирования, 0.39%
Frontiers in Earth Science	Frontiers in Earth Science, 2, 0.39% Frontiers in Earth Science 2 цитирования, 0.39%
SPE Reservoir Evaluation and Engineering	SPE Reservoir Evaluation and Engineering, 2, 0.39% SPE Reservoir Evaluation and Engineering 2 цитирования, 0.39%
AIP Conference Proceedings	AIP Conference Proceedings, 2, 0.39% AIP Conference Proceedings 2 цитирования, 0.39%
Energies	Energies, 2, 0.39% Energies 2 цитирования, 0.39%
Environmental Science and Pollution Research	Environmental Science and Pollution Research, 2, 0.39% Environmental Science and Pollution Research 2 цитирования, 0.39%
Machine Learning and Knowledge Extraction	Machine Learning and Knowledge Extraction, 2, 0.39% Machine Learning and Knowledge Extraction 2 цитирования, 0.39%
Fractal and Fractional	Fractal and Fractional, 2, 0.39% Fractal and Fractional 2 цитирования, 0.39%
H2Open Journal	H2Open Journal, 2, 0.39% H2Open Journal 2 цитирования, 0.39%
Water Cycle	Water Cycle, 2, 0.39% Water Cycle 2 цитирования, 0.39%
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion	GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion, 2, 0.39% GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion 2 цитирования, 0.39%
Regional Studies in Marine Science	Regional Studies in Marine Science, 1, 0.2% Regional Studies in Marine Science 1 цитирование, 0.2%
Demonstratio Mathematica	Demonstratio Mathematica, 1, 0.2% Demonstratio Mathematica 1 цитирование, 0.2%
BMC Medical Informatics and Decision Making	BMC Medical Informatics and Decision Making, 1, 0.2% BMC Medical Informatics and Decision Making 1 цитирование, 0.2%
Natural Resources Research	Natural Resources Research, 1, 0.2% Natural Resources Research 1 цитирование, 0.2%
Fluids	Fluids, 1, 0.2% Fluids 1 цитирование, 0.2%
Modern Cartography Series	Modern Cartography Series, 1, 0.2% Modern Cartography Series 1 цитирование, 0.2%
Natural Hazards and Earth System Sciences	Natural Hazards and Earth System Sciences, 1, 0.2% Natural Hazards and Earth System Sciences 1 цитирование, 0.2%
Journal of Cleaner Production	Journal of Cleaner Production, 1, 0.2% Journal of Cleaner Production 1 цитирование, 0.2%
Biochemical Engineering Journal	Biochemical Engineering Journal, 1, 0.2% Biochemical Engineering Journal 1 цитирование, 0.2%
Annals of Operations Research	Annals of Operations Research, 1, 0.2% Annals of Operations Research 1 цитирование, 0.2%
Systems Science and Control Engineering	Systems Science and Control Engineering, 1, 0.2% Systems Science and Control Engineering 1 цитирование, 0.2%
Water Science and Engineering	Water Science and Engineering, 1, 0.2% Water Science and Engineering 1 цитирование, 0.2%
Science of the Total Environment	Science of the Total Environment, 1, 0.2% Science of the Total Environment 1 цитирование, 0.2%
Geodesy and Cartography	Geodesy and Cartography, 1, 0.2% Geodesy and Cartography 1 цитирование, 0.2%
Studies in Computational Intelligence	Studies in Computational Intelligence, 1, 0.2% Studies in Computational Intelligence 1 цитирование, 0.2%
International Journal of Pattern Recognition and Artificial Intelligence	International Journal of Pattern Recognition and Artificial Intelligence, 1, 0.2% International Journal of Pattern Recognition and Artificial Intelligence 1 цитирование, 0.2%
Frontiers in Marine Science	Frontiers in Marine Science, 1, 0.2% Frontiers in Marine Science 1 цитирование, 0.2%
Urban Book Series	Urban Book Series, 1, 0.2% Urban Book Series 1 цитирование, 0.2%
Geoscientific Model Development	Geoscientific Model Development, 1, 0.2% Geoscientific Model Development 1 цитирование, 0.2%
International Journal of Numerical Methods for Heat and Fluid Flow	International Journal of Numerical Methods for Heat and Fluid Flow, 1, 0.2% International Journal of Numerical Methods for Heat and Fluid Flow 1 цитирование, 0.2%
ISPRS Journal of Photogrammetry and Remote Sensing	ISPRS Journal of Photogrammetry and Remote Sensing, 1, 0.2% ISPRS Journal of Photogrammetry and Remote Sensing 1 цитирование, 0.2%
Smart Materials and Structures	Smart Materials and Structures, 1, 0.2% Smart Materials and Structures 1 цитирование, 0.2%
Artificial Intelligence Review	Artificial Intelligence Review, 1, 0.2% Artificial Intelligence Review 1 цитирование, 0.2%
Russian Meteorology and Hydrology	Russian Meteorology and Hydrology, 1, 0.2% Russian Meteorology and Hydrology 1 цитирование, 0.2%
Neurocomputing	Neurocomputing, 1, 0.2% Neurocomputing 1 цитирование, 0.2%
Neural Computing and Applications	Neural Computing and Applications, 1, 0.2% Neural Computing and Applications 1 цитирование, 0.2%
Research	Research, 1, 0.2% Research 1 цитирование, 0.2%
Computers and Electronics in Agriculture	Computers and Electronics in Agriculture, 1, 0.2% Computers and Electronics in Agriculture 1 цитирование, 0.2%
Construction Innovation	Construction Innovation, 1, 0.2% Construction Innovation 1 цитирование, 0.2%
Hydrological Sciences Journal	Hydrological Sciences Journal, 1, 0.2% Hydrological Sciences Journal 1 цитирование, 0.2%
IOP Conference Series: Earth and Environmental Science	IOP Conference Series: Earth and Environmental Science, 1, 0.2% IOP Conference Series: Earth and Environmental Science 1 цитирование, 0.2%
Journal of Building Physics	Journal of Building Physics, 1, 0.2% Journal of Building Physics 1 цитирование, 0.2%

	10 20 30 40 50 60

Цитируемые журналы

	10 20 30 40 50 60 70
Журнал не определён	Журнал не определён, 70, 8.92% Журнал не определён 70 цитирований, 8.92%
Procedia Computer Science	Procedia Computer Science, 55, 7.01% Procedia Computer Science 55 цитирований, 7.01%
Lecture Notes in Computer Science	Lecture Notes in Computer Science, 15, 1.91% Lecture Notes in Computer Science 15 цитирований, 1.91%
Computers and Geosciences	Computers and Geosciences, 12, 1.53% Computers and Geosciences 12 цитирований, 1.53%
Journal of Computational Science	Journal of Computational Science, 11, 1.4% Journal of Computational Science 11 цитирований, 1.4%
Journal of Atmospheric and Oceanic Technology	Journal of Atmospheric and Oceanic Technology, 10, 1.27% Journal of Atmospheric and Oceanic Technology 10 цитирований, 1.27%
Future Generation Computer Systems	Future Generation Computer Systems, 9, 1.15% Future Generation Computer Systems 9 цитирований, 1.15%
Bulletin of the American Meteorological Society	Bulletin of the American Meteorological Society, 9, 1.15% Bulletin of the American Meteorological Society 9 цитирований, 1.15%
European Journal of Operational Research	European Journal of Operational Research, 8, 1.02% European Journal of Operational Research 8 цитирований, 1.02%
Monthly Weather Review	Monthly Weather Review, 7, 0.89% Monthly Weather Review 7 цитирований, 0.89%
Journal of Geophysical Research	Journal of Geophysical Research, 7, 0.89% Journal of Geophysical Research 7 цитирований, 0.89%
Scientific Reports	Scientific Reports, 7, 0.89% Scientific Reports 7 цитирований, 0.89%
Remote Sensing	Remote Sensing, 7, 0.89% Remote Sensing 7 цитирований, 0.89%
Journal of Climate	Journal of Climate, 6, 0.76% Journal of Climate 6 цитирований, 0.76%
Complexity	Complexity, 6, 0.76% Complexity 6 цитирований, 0.76%
Machine Learning	Machine Learning, 6, 0.76% Machine Learning 6 цитирований, 0.76%
Environmental Modelling and Software	Environmental Modelling and Software, 6, 0.76% Environmental Modelling and Software 6 цитирований, 0.76%
IEEE Transactions on Geoscience and Remote Sensing	IEEE Transactions on Geoscience and Remote Sensing, 6, 0.76% IEEE Transactions on Geoscience and Remote Sensing 6 цитирований, 0.76%
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences	Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 6, 0.76% Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 6 цитирований, 0.76%
Journal of Hydrology	Journal of Hydrology, 6, 0.76% Journal of Hydrology 6 цитирований, 0.76%
Journal of Computational Physics	Journal of Computational Physics, 6, 0.76% Journal of Computational Physics 6 цитирований, 0.76%
Ocean Engineering	Ocean Engineering, 6, 0.76% Ocean Engineering 6 цитирований, 0.76%
Journal of Applied Meteorology	Journal of Applied Meteorology, 6, 0.76% Journal of Applied Meteorology 6 цитирований, 0.76%
Information Sciences	Information Sciences, 5, 0.64% Information Sciences 5 цитирований, 0.64%
International Journal of Approximate Reasoning	International Journal of Approximate Reasoning, 5, 0.64% International Journal of Approximate Reasoning 5 цитирований, 0.64%
Expert Systems with Applications	Expert Systems with Applications, 5, 0.64% Expert Systems with Applications 5 цитирований, 0.64%
Automation in Construction	Automation in Construction, 5, 0.64% Automation in Construction 5 цитирований, 0.64%
International Journal of Remote Sensing	International Journal of Remote Sensing, 5, 0.64% International Journal of Remote Sensing 5 цитирований, 0.64%
Journal of Marine Systems	Journal of Marine Systems, 5, 0.64% Journal of Marine Systems 5 цитирований, 0.64%
Structural and Multidisciplinary Optimization	Structural and Multidisciplinary Optimization, 5, 0.64% Structural and Multidisciplinary Optimization 5 цитирований, 0.64%
Water Resources Research	Water Resources Research, 5, 0.64% Water Resources Research 5 цитирований, 0.64%
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 5, 0.64% IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 5 цитирований, 0.64%
Climate Dynamics	Climate Dynamics, 4, 0.51% Climate Dynamics 4 цитирования, 0.51%
Coastal Engineering	Coastal Engineering, 4, 0.51% Coastal Engineering 4 цитирования, 0.51%
IEEE Transactions on Pattern Analysis and Machine Intelligence	IEEE Transactions on Pattern Analysis and Machine Intelligence, 4, 0.51% IEEE Transactions on Pattern Analysis and Machine Intelligence 4 цитирования, 0.51%
Science	Science, 4, 0.51% Science 4 цитирования, 0.51%
Chemical Engineering Science	Chemical Engineering Science, 4, 0.51% Chemical Engineering Science 4 цитирования, 0.51%
Data Mining and Knowledge Discovery	Data Mining and Knowledge Discovery, 4, 0.51% Data Mining and Knowledge Discovery 4 цитирования, 0.51%
Ocean Modelling	Ocean Modelling, 4, 0.51% Ocean Modelling 4 цитирования, 0.51%
Remote Sensing of Environment	Remote Sensing of Environment, 4, 0.51% Remote Sensing of Environment 4 цитирования, 0.51%
Tellus A: Dynamic Meteorology and Oceanography	Tellus A: Dynamic Meteorology and Oceanography, 4, 0.51% Tellus A: Dynamic Meteorology and Oceanography 4 цитирования, 0.51%
Science advances	Science advances, 4, 0.51% Science advances 4 цитирования, 0.51%
Energies	Energies, 4, 0.51% Energies 4 цитирования, 0.51%
Proceedings of the National Academy of Sciences of the United States of America	Proceedings of the National Academy of Sciences of the United States of America, 3, 0.38% Proceedings of the National Academy of Sciences of the United States of America 3 цитирования, 0.38%
Physica D: Nonlinear Phenomena	Physica D: Nonlinear Phenomena, 3, 0.38% Physica D: Nonlinear Phenomena 3 цитирования, 0.38%
Biochemical Engineering Journal	Biochemical Engineering Journal, 3, 0.38% Biochemical Engineering Journal 3 цитирования, 0.38%
Entropy	Entropy, 3, 0.38% Entropy 3 цитирования, 0.38%
SIAM Journal on Applied Dynamical Systems	SIAM Journal on Applied Dynamical Systems, 3, 0.38% SIAM Journal on Applied Dynamical Systems 3 цитирования, 0.38%
Geoscientific Model Development	Geoscientific Model Development, 3, 0.38% Geoscientific Model Development 3 цитирования, 0.38%
ISPRS Journal of Photogrammetry and Remote Sensing	ISPRS Journal of Photogrammetry and Remote Sensing, 3, 0.38% ISPRS Journal of Photogrammetry and Remote Sensing 3 цитирования, 0.38%
Knowledge-Based Systems	Knowledge-Based Systems, 3, 0.38% Knowledge-Based Systems 3 цитирования, 0.38%
Hydrology and Earth System Sciences	Hydrology and Earth System Sciences, 3, 0.38% Hydrology and Earth System Sciences 3 цитирования, 0.38%
Boundary-Layer Meteorology	Boundary-Layer Meteorology, 3, 0.38% Boundary-Layer Meteorology 3 цитирования, 0.38%
Journal of Physical Oceanography	Journal of Physical Oceanography, 3, 0.38% Journal of Physical Oceanography 3 цитирования, 0.38%
Lab on a Chip	Lab on a Chip, 3, 0.38% Lab on a Chip 3 цитирования, 0.38%
Neural Networks	Neural Networks, 3, 0.38% Neural Networks 3 цитирования, 0.38%
Geophysical Research Letters	Geophysical Research Letters, 3, 0.38% Geophysical Research Letters 3 цитирования, 0.38%
SPE Reservoir Evaluation and Engineering	SPE Reservoir Evaluation and Engineering, 3, 0.38% SPE Reservoir Evaluation and Engineering 3 цитирования, 0.38%
JASSS	JASSS, 3, 0.38% JASSS 3 цитирования, 0.38%
ArXiv	ArXiv, 3, 0.38% ArXiv 3 цитирования, 0.38%
International Journal of Data Science and Analytics	International Journal of Data Science and Analytics, 3, 0.38% International Journal of Data Science and Analytics 3 цитирования, 0.38%
Developments in Maritime Technology and Engineering	Developments in Maritime Technology and Engineering, 3, 0.38% Developments in Maritime Technology and Engineering 3 цитирования, 0.38%
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion	GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 3, 0.38% GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion 3 цитирования, 0.38%
IEEE International Joint Conference on Neural Networks (IJCNN)	IEEE International Joint Conference on Neural Networks (IJCNN), 3, 0.38% IEEE International Joint Conference on Neural Networks (IJCNN) 3 цитирования, 0.38%
Advances in Geophysics	Advances in Geophysics, 2, 0.25% Advances in Geophysics 2 цитирования, 0.25%
Journal of Petroleum Science and Engineering	Journal of Petroleum Science and Engineering, 2, 0.25% Journal of Petroleum Science and Engineering 2 цитирования, 0.25%
Journal of Cleaner Production	Journal of Cleaner Production, 2, 0.25% Journal of Cleaner Production 2 цитирования, 0.25%
Climate Research	Climate Research, 2, 0.25% Climate Research 2 цитирования, 0.25%
Journal of Statistical Planning and Inference	Journal of Statistical Planning and Inference, 2, 0.25% Journal of Statistical Planning and Inference 2 цитирования, 0.25%
Computers in Industry	Computers in Industry, 2, 0.25% Computers in Industry 2 цитирования, 0.25%
Cryosphere	Cryosphere, 2, 0.25% Cryosphere 2 цитирования, 0.25%
Neural Computation	Neural Computation, 2, 0.25% Neural Computation 2 цитирования, 0.25%
Information Fusion	Information Fusion, 2, 0.25% Information Fusion 2 цитирования, 0.25%
Journal of Biomedical Informatics	Journal of Biomedical Informatics, 2, 0.25% Journal of Biomedical Informatics 2 цитирования, 0.25%
Neurocomputing	Neurocomputing, 2, 0.25% Neurocomputing 2 цитирования, 0.25%
International Journal of Climatology	International Journal of Climatology, 2, 0.25% International Journal of Climatology 2 цитирования, 0.25%
International Journal of Information Management	International Journal of Information Management, 2, 0.25% International Journal of Information Management 2 цитирования, 0.25%
Advances in Water Resources	Advances in Water Resources, 2, 0.25% Advances in Water Resources 2 цитирования, 0.25%
International Journal for Numerical Methods in Fluids	International Journal for Numerical Methods in Fluids, 2, 0.25% International Journal for Numerical Methods in Fluids 2 цитирования, 0.25%
Journal of Computational and Applied Mathematics	Journal of Computational and Applied Mathematics, 2, 0.25% Journal of Computational and Applied Mathematics 2 цитирования, 0.25%
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2, 0.25% IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2 цитирования, 0.25%
Mathematics	Mathematics, 2, 0.25% Mathematics 2 цитирования, 0.25%
Journal of Mechanical Design, Transactions Of the ASME	Journal of Mechanical Design, Transactions Of the ASME, 2, 0.25% Journal of Mechanical Design, Transactions Of the ASME 2 цитирования, 0.25%
Communications in Computer and Information Science	Communications in Computer and Information Science, 2, 0.25% Communications in Computer and Information Science 2 цитирования, 0.25%
AIAA Journal	AIAA Journal, 2, 0.25% AIAA Journal 2 цитирования, 0.25%
Analytical and Bioanalytical Chemistry	Analytical and Bioanalytical Chemistry, 2, 0.25% Analytical and Bioanalytical Chemistry 2 цитирования, 0.25%
BioData Mining	BioData Mining, 2, 0.25% BioData Mining 2 цитирования, 0.25%
Meteorological Applications	Meteorological Applications, 2, 0.25% Meteorological Applications 2 цитирования, 0.25%
Lecture Notes in Economics and Mathematical Systems	Lecture Notes in Economics and Mathematical Systems, 2, 0.25% Lecture Notes in Economics and Mathematical Systems 2 цитирования, 0.25%
Procedia Manufacturing	Procedia Manufacturing, 2, 0.25% Procedia Manufacturing 2 цитирования, 0.25%
Journal of Chemical Information and Modeling	Journal of Chemical Information and Modeling, 2, 0.25% Journal of Chemical Information and Modeling 2 цитирования, 0.25%
Advances in Intelligent Systems and Computing	Advances in Intelligent Systems and Computing, 2, 0.25% Advances in Intelligent Systems and Computing 2 цитирования, 0.25%
Nature	Nature, 2, 0.25% Nature 2 цитирования, 0.25%
IEEE Transactions on Parallel and Distributed Systems	IEEE Transactions on Parallel and Distributed Systems, 2, 0.25% IEEE Transactions on Parallel and Distributed Systems 2 цитирования, 0.25%
Analytical Methods	Analytical Methods, 2, 0.25% Analytical Methods 2 цитирования, 0.25%
Natural Hazards	Natural Hazards, 2, 0.25% Natural Hazards 2 цитирования, 0.25%
Quarterly Journal of the Royal Meteorological Society	Quarterly Journal of the Royal Meteorological Society, 2, 0.25% Quarterly Journal of the Royal Meteorological Society 2 цитирования, 0.25%
Applied Sciences (Switzerland)	Applied Sciences (Switzerland), 2, 0.25% Applied Sciences (Switzerland) 2 цитирования, 0.25%
Reliability Engineering and System Safety	Reliability Engineering and System Safety, 2, 0.25% Reliability Engineering and System Safety 2 цитирования, 0.25%
Stochastic Environmental Research and Risk Assessment	Stochastic Environmental Research and Risk Assessment, 2, 0.25% Stochastic Environmental Research and Risk Assessment 2 цитирования, 0.25%

	10 20 30 40 50 60 70

Издатели

	5 10 15 20 25
Elsevier	Elsevier, 25, 50% Elsevier 25 публикаций, 50%
Springer Nature	Springer Nature, 7, 14% Springer Nature 7 публикаций, 14%
MDPI	MDPI, 5, 10% MDPI 5 публикаций, 10%
Association for Computing Machinery (ACM)	Association for Computing Machinery (ACM), 5, 10% Association for Computing Machinery (ACM) 5 публикаций, 10%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 3, 6% Institute of Electrical and Electronics Engineers (IEEE) 3 публикации, 6%
Taylor & Francis	Taylor & Francis, 1, 2% Taylor & Francis 1 публикация, 2%
EAGE Publications bv	EAGE Publications bv, 1, 2% EAGE Publications bv 1 публикация, 2%
IOP Publishing	IOP Publishing, 1, 2% IOP Publishing 1 публикация, 2%
Hindawi Limited	Hindawi Limited, 1, 2% Hindawi Limited 1 публикация, 2%
	5 10 15 20 25

Организации из публикаций

Страны из публикаций

	5 10 15 20 25 30 35 40 45
Россия	Россия, 44, 88% Россия 44 публикации, 88%
Страна не определена	Страна не определена, 7, 14% Страна не определена 7 публикаций, 14%
Германия	Германия, 2, 4% Германия 2 публикации, 4%
Китай	Китай, 2, 4% Китай 2 публикации, 4%
Нидерланды	Нидерланды, 2, 4% Нидерланды 2 публикации, 4%
США	США, 1, 2% США 1 публикация, 2%
	5 10 15 20 25 30 35 40 45

Цитирующие организации

Цитирующие страны

	20 40 60 80 100 120
Россия	Россия, 116, 22.83% Россия 116 цитирований, 22.83%
Китай	Китай, 83, 16.34% Китай 83 цитирования, 16.34%
Страна не определена	Страна не определена, 65, 12.8% Страна не определена 65 цитирований, 12.8%
США	США, 46, 9.06% США 46 цитирований, 9.06%
Индия	Индия, 37, 7.28% Индия 37 цитирований, 7.28%
Германия	Германия, 20, 3.94% Германия 20 цитирований, 3.94%
Бразилия	Бразилия, 13, 2.56% Бразилия 13 цитирований, 2.56%
Великобритания	Великобритания, 13, 2.56% Великобритания 13 цитирований, 2.56%
Испания	Испания, 13, 2.56% Испания 13 цитирований, 2.56%
Нидерланды	Нидерланды, 12, 2.36% Нидерланды 12 цитирований, 2.36%
Иран	Иран, 11, 2.17% Иран 11 цитирований, 2.17%
Канада	Канада, 11, 2.17% Канада 11 цитирований, 2.17%
Саудовская Аравия	Саудовская Аравия, 10, 1.97% Саудовская Аравия 10 цитирований, 1.97%
Малайзия	Малайзия, 9, 1.77% Малайзия 9 цитирований, 1.77%
Республика Корея	Республика Корея, 9, 1.77% Республика Корея 9 цитирований, 1.77%
Италия	Италия, 8, 1.57% Италия 8 цитирований, 1.57%
Австралия	Австралия, 7, 1.38% Австралия 7 цитирований, 1.38%
Греция	Греция, 7, 1.38% Греция 7 цитирований, 1.38%
Финляндия	Финляндия, 6, 1.18% Финляндия 6 цитирований, 1.18%
Франция	Франция, 5, 0.98% Франция 5 цитирований, 0.98%
Португалия	Португалия, 5, 0.98% Португалия 5 цитирований, 0.98%
Польша	Польша, 5, 0.98% Польша 5 цитирований, 0.98%
Бангладеш	Бангладеш, 4, 0.79% Бангладеш 4 цитирования, 0.79%
Румыния	Румыния, 4, 0.79% Румыния 4 цитирования, 0.79%
Япония	Япония, 4, 0.79% Япония 4 цитирования, 0.79%
Бельгия	Бельгия, 3, 0.59% Бельгия 3 цитирования, 0.59%
Гана	Гана, 3, 0.59% Гана 3 цитирования, 0.59%
Дания	Дания, 3, 0.59% Дания 3 цитирования, 0.59%
Ирак	Ирак, 3, 0.59% Ирак 3 цитирования, 0.59%
Нигерия	Нигерия, 3, 0.59% Нигерия 3 цитирования, 0.59%
Оман	Оман, 3, 0.59% Оман 3 цитирования, 0.59%
Пакистан	Пакистан, 3, 0.59% Пакистан 3 цитирования, 0.59%
Турция	Турция, 3, 0.59% Турция 3 цитирования, 0.59%
Швейцария	Швейцария, 3, 0.59% Швейцария 3 цитирования, 0.59%
ЮАР	ЮАР, 3, 0.59% ЮАР 3 цитирования, 0.59%
Казахстан	Казахстан, 2, 0.39% Казахстан 2 цитирования, 0.39%
Вьетнам	Вьетнам, 2, 0.39% Вьетнам 2 цитирования, 0.39%
Египет	Египет, 2, 0.39% Египет 2 цитирования, 0.39%
Индонезия	Индонезия, 2, 0.39% Индонезия 2 цитирования, 0.39%
Люксембург	Люксембург, 2, 0.39% Люксембург 2 цитирования, 0.39%
Новая Зеландия	Новая Зеландия, 2, 0.39% Новая Зеландия 2 цитирования, 0.39%
Норвегия	Норвегия, 2, 0.39% Норвегия 2 цитирования, 0.39%
Таиланд	Таиланд, 2, 0.39% Таиланд 2 цитирования, 0.39%
Чили	Чили, 2, 0.39% Чили 2 цитирования, 0.39%
Швеция	Швеция, 2, 0.39% Швеция 2 цитирования, 0.39%
Шри-Ланка	Шри-Ланка, 2, 0.39% Шри-Ланка 2 цитирования, 0.39%
Эстония	Эстония, 1, 0.2% Эстония 1 цитирование, 0.2%
Австрия	Австрия, 1, 0.2% Австрия 1 цитирование, 0.2%
Азербайджан	Азербайджан, 1, 0.2% Азербайджан 1 цитирование, 0.2%
Алжир	Алжир, 1, 0.2% Алжир 1 цитирование, 0.2%
Афганистан	Афганистан, 1, 0.2% Афганистан 1 цитирование, 0.2%
Венгрия	Венгрия, 1, 0.2% Венгрия 1 цитирование, 0.2%
Гонконг (САР)	Гонконг (САР), 1, 0.2% Гонконг (САР) 1 цитирование, 0.2%
Иордания	Иордания, 1, 0.2% Иордания 1 цитирование, 0.2%
Ирландия	Ирландия, 1, 0.2% Ирландия 1 цитирование, 0.2%
Кипр	Кипр, 1, 0.2% Кипр 1 цитирование, 0.2%
Колумбия	Колумбия, 1, 0.2% Колумбия 1 цитирование, 0.2%
Куба	Куба, 1, 0.2% Куба 1 цитирование, 0.2%
Ливан	Ливан, 1, 0.2% Ливан 1 цитирование, 0.2%
Мексика	Мексика, 1, 0.2% Мексика 1 цитирование, 0.2%
ОАЭ	ОАЭ, 1, 0.2% ОАЭ 1 цитирование, 0.2%
Сингапур	Сингапур, 1, 0.2% Сингапур 1 цитирование, 0.2%
Словения	Словения, 1, 0.2% Словения 1 цитирование, 0.2%
Тринидад и Тобаго	Тринидад и Тобаго, 1, 0.2% Тринидад и Тобаго 1 цитирование, 0.2%
Уганда	Уганда, 1, 0.2% Уганда 1 цитирование, 0.2%
Узбекистан	Узбекистан, 1, 0.2% Узбекистан 1 цитирование, 0.2%
Уругвай	Уругвай, 1, 0.2% Уругвай 1 цитирование, 0.2%
Эквадор	Эквадор, 1, 0.2% Эквадор 1 цитирование, 0.2%
Эфиопия	Эфиопия, 1, 0.2% Эфиопия 1 цитирование, 0.2%
Ямайка	Ямайка, 1, 0.2% Ямайка 1 цитирование, 0.2%

	20 40 60 80 100 120

Мы не учитываем публикации, у которых нет DOI.
Статистика пересчитывается раз в сутки.

Направления исследований

Другие проекты

У нас еще много интересных небольших студенческих или инициативных проектов. Ознакомиться с зоопарком наших наработок можно тут (https://github.com/ITMO-NSS-team)

Генеративный дизайн физических объектов

Мы разрабатываем библиотеку для генеративного дизайна геометрических объектов, сопряженных с непрерывной средой GEFEST (https://github.com/ITMO-NSS-team/GEFEST).

ИИ для гидрометеорологических задач

Мы пытаемся объединить наши знания в области гидромет моделирования с возможностями машинного обучения и методов интеллектуальной оптимизации для улучшения качества моделирования природных процессов.

ИИ для задач нефтяной промышленности

В последнее время мы решаем много промышленных задач с помощью методов ИИ, в первую очередь в нефтяной отрасли.

Идентификация ДУЧП по данным

Мы разрабатываем фреймворк для восстановления структуры ДУЧП по данным EPDE (https://github.com/ITMO-NSS-team/EPDE)

Алгоритмы обучения байесовских сетей

Мы разрабатываем открытую библиотеку для структурного и параметрического обучения байесовских сетей BAMT (https://github.com/ITMO-NSS-team/BAMT)

Автоматическое машинное обучение

Мы разрабатываем открытый фреймворк автоматического машинного обучения FEDOT (https://github.com/nccr-itmo/FEDOT)

Публикации и патенты

Automated evolutionary approach for the design of composite machine learning pipelines

Future Generation Computer Systems, 2022, Цитирований: 61

Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea

Computers and Geosciences, 2022, Цитирований: 32

Towards generative design of computationally efficient mathematical models with evolutionary learning

Entropy, 2020, Цитирований: 12

Партнёры

Адрес лаборатории

Санкт-Петербург, Кронверкский просп., 49