The development of modern methods of machine learning and artificial intelligence for processing of experimental data is the main purpose of the Data Science Center, created by Kyiv Academic University. This Center is interdisciplinary and based on the Department of Mathematics at the Institute of Mathematics of NAS of Ukraine. Significant contribution for the Center development was made by scientists from Kurdyumov Institute for Metal Physics; Institute of Mathematical Machines and Systems Problems; Bogolyubov Institute of Theoretical Physics, Institute for  Information Registration Problems, Institute of Software System, Glushkov Institute of Cybernetics and other institutes of the NAS of Ukraine. The Center works in collaboration with Humboldt-Universität zu Berlin (Germany) and University of Amsterdam (The Netherlands).

The main areas of the Center's research are the development of new approaches and mathematical methods in the field of machine learning and artificial intelligence and their application in the modeling of new nanomaterials, in bioinformatics, integrative biology, in the experimental data processing, high energy physics, modeling of environmental and climate phenomena, etc.

You can find more information about the Center's activities here.

November 27, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: Gennadii Malashonok (National University of Kyiv-Mohyla Academy)
Topic: Recursive Matrix Algorithms, Distributed Dynamic Control of the Computing Process on a Supercomputer.

November 20, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: Volodymyr Domrachev (Associate Professor, Taras Shevchenko National University of Kyiv)
Topic: Business Intelligence Systems

Beginning: 17.00
Aud. 208

November 13, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: Yurii Kvasiouk (4th year Bachelor student in the Institute of Physics; Taras Shevchenko National University of Kyiv)
Topic: Determining the Equation of State of Matter in a Model of Nuclear Collisions of UrQMD Using Convolutional Neural Networks

Beginning: 17.00
Aud. 208

October 30, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: Pavlo Tytarenko (Ph.D. in Theoretical Physics; Senior Software Developer, Nanotronics)
Topic: Understanding Machine Learning

Beginning: 17.00
Aud. 208

On April 24, 2019, at 17:30 at the Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU) was held a working seminar of the Data Science Center

Speaker: Kovalets Ivan (Doctor of Technical Sciences, Head of the Department of Environmental Informatics of Institute of Mathematical Machines and Systems Problems of the NAS of Ukraine)

Topic: Assimilation of dimensional data in environmental models

On April 17, 2019, at 17:00 at the Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU) was held a working seminar of the Data Science Center

Speaker:
Denis Savchenko
(Bogolyubov Institute for Theoretical Physics of the NAS of Ukraine)

Report based on the Conference Materials:
Advanced Workshop on Accelerating the Search for Dark Matter with Machine Learning, ICTP, April 8-12, Trieste, Italy. 

On April 10, 2019, at 17:00 at the Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU) was held a working seminar of the Data Science Center

Speakers:
Lavoryk Olga (Taras Shevchenko National University of Kyiv, Faculty of Physics, Nuclear Physics Department)
Topic: Application of Machine Learning to Classification of Elementary Particle Types in XMM-Newton X-ray Detector
Beginning: 17.00

Voitenko Nana (Doctor of Biological Sciences, Deputy Head of the Department of Biophysics and Molecular Physiology of KAU, Head of the Department of Bogomolets Institute of Physiology of the NAS of Ukraine)
Topic: Signals of your brain, or about what and how neurons speak
Beginning: 17.30
Aud. 208

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On March 13, 2019, at 17:00 at the Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU) was held a working seminar of the Data Science Center

Speaker: Novitskii Dmytro (Institute of Mathematical Machines and Systems Problems of the NAS of Ukraine)
Topic: Overview of Neural Networks and Deep Learning
Aud: 208

Lecture materials are presented on the website of the Data Science Center of Kyiv Academic University.

The seminar materials can be viewed via the link https://goo.gl/gimj1M, and can be discussed here on Facebook page.

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In the framework of the seminar on "Complex Systems of Conflict: Dynamics, Models, Spectral Analysis"

On March 12, 2019, at 11.30 at the Institute of Mathematics of the NAS of Ukraine, room 206  was held a lecture on topic “Machine learning methods”.

Speaker: Nataliia Kharchenko
Summary: Machine learning methods overview (linear regression, logistic regression, Random Forest, k-means, neural networks).

On October 05, 2018, at 17:00 at the Department of Mathematics of KAU of the Institute of Mathematics of the NAS of Ukraine was held a Data Science Center Seminar on "Methods of data research and their application in biology, economics, materials physics, high energy physics, and environmental studies".

Speaker: Anastasiia Lutsenko
Topic: Entrepreneurial Orientation, Open Innovation, and Innovation Management: An Overview of Research Areas