Research topics¶

1. Semantic contracts development: semantic models, blockchain, semantic programming [SDI]

• Boris Illarionov
• Konstantin Startsev

2. New forecasting method development in Finance [VEE]

• Seth Gyamerah

3. Logically probabilistic deep learning [VEE]

4. Human comprehension and new notion formation modeling [VEE]

5. Proof-or-Reputation consensus algorithm for distributed computing (mathematical study of security and simulation modeling) [KAG]

6. Structuring society and figuring out opinion leaders using online communication data (using machine learning and different data sources and subject domains) [KAG]

7. Extracting emotional contexts from online communication data (using machine learning and different data sources and subject domains) [KAG]

• Juan Pinzon

8. Unsupervised learning of linguistic patterns and grammar (using machine learning and training corpora from different domains and languages) [KAG]

9. Unconventional measurement scale based on non-numeric measurements [PEN]

10. Infinite Hilbers spaces for representation of distributed deep learning feature space [PEN]

11. Mixed-channel pattern recognition [PEN]

• Akilesh Sivaswamy. Developing speech-to-text methods using image information.
• Leyuan Sheng. Developing text-to-speech methods using image information.
• Andrey Zubkov. Motivated machine learning [PEN, SAN]

12. NeuroImage: noise rejection [SAN]

13. NeuroImage: localization of brain sources [SAN]

14. NeuroImage: analysis of brain networks [SAN]

• Andrey Marinov. Анализ мозговых сетей покоя методами машинного обучения / Brain rest networks analysis with machine learning.

15. Gene-networks and social behavior [SAN]

16. Picking arrival times of seismic waves using machine learning [DAA]

17. Clustering of seismic events using machine learning [DAA]

18. Development of storage and analysis methods of multidimensional and heterogeneous data in parallel systems focused on the use of analytical streaming tools [MFA]

• Madina Tussupova

19. Ускорение решения параметрической обратной задачи светорассеяния с помощью построения иерархической структуры на основе предварительно насчитанной базы данных индикатрис. (английское название все еще обсуждается) [YMA]

• Artem Mulyukov

Scientific advisors¶

Sviridenko, Dmitry Ivanovich [SDI], Doctor of Sciences¶

Leading researcher at SDAML lab NSU, leading researcher at Sobolev Institute of Mathematics.
Contacts: dsviridenko47@gmail.com

Vityaev, Evgeniy Evgenievich [VEE], Doctor of Sciences¶

Leading researcher at Sobolev Institute of Mathematics, leading researcher at SDAML lab NSU.
Keyword: ScientificDiscovery (can be found via every search engine). http://math.nsc.ru/AP/ScientificDiscovery

Contacts: vityaev@math.nsc.ru

Kolonin, Anton Germanovich [KAG], Ph.D.¶

Contacts: akolonin@aigents.com.

Pavlovskiy, Engeny Nikolaevich [PEN], Ph.D.¶

Contacts: pavlovskiy@post.nsu.ru, +79139117907

Savostyanov, Alexander Nikolaevich [SAN], Ph.D.¶

Contacts: a-sav@mail.ru, alexander.savostyanov@gmail.com, +79529272417
Научная степень: д.филос.н., к.б.н.
Место работы и должность: НИИ физиологии и фундаментальной медицины, ведущий научный сотрудник. Кафедра общей информатики ФИТ НГУ, профессор

Duchkov, Anton [DAA], Ph.D.¶

Contacts: Anton Duchkov (DuchkovAA@ipgg.sbras.ru; +7-913-953-1799);
Georgy Loginov (loginovgeorgy@gmail.com)

Murzin, Fedor Aleksandrovich [MFA], Ph.D.¶

Candidate of Phys.-Math. Sc.,
e-mail: murzin@academ.org
tel: 330-70-68

Yurkin, Maxim Alexandrovich, Ph.D. [YMA]¶

Старший научный сотрудник
Лаборатория цитометрии и биокинетики
Институт химической кинетики и горения им. В.В. Воеводского СО РАН
адрес: Институтская 3, Новосибирск, 630090
тел: (383) 3333240
e-mail: yurkin@gmail.com
www: http://sites.google.com/site/yurkin/

Berikov, Vladimir Borisovich [BVB], Doctor of Sciences¶

Leading researcher at Sobolev Institute of Mathematics.
Tel: +7(383)3634681
E-mail: berikov@math.nsc.ru