Research topics¶

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

• Boris Illarionov

2. New forecasting method development in Finance [VEE]¶

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]¶

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 nonnumeric measurements [PEN]¶

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

11. Mixed channels pattern recognition [PEN]¶

• Akilesh Sivaswamy
• Leyuan Sheng
• ? Andrey Zubkov

12. NeuroImage: noise rejection [SAN]¶

13. NeuroImage: localization of brain sources [SAN]¶

14. NeuroImage: analysis of brain networks [SAN]¶

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]¶

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, +79529272417

Duchkov, Anton [DAA], Ph.D.¶

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