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.

**Sergii Mamilov**(PhD in Physical and Mathematical Sciences; Institute of Applied Problems of Physics and Biophysics of the NAS of Ukraine)

Topic:

**INTERACTION OF LASER RADIATION WITH HEMOGLOBINS OF THE ARTERIAL BLOOD**

Beginning: 17.00

Aud. 208

December 4, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: **Olexander Sychov** (Senior Research Fellow in the Neurotechnology Department, Institute of Mathematical Machines and Systems Problems of the NAS of Ukraine)

Topic: **PROBLEMS AND APPROACHES FOR PROGNOSTING CPG GOODS DEMAND**

Beginning: 17.00

Aud. 208

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.**

Aud. 208

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

Speaker:

**Andriichuk Oleg**(PhD; Senior Research Fellow in the Institute of Information Registration Problems).

**The paired comparison method based on previous experience**

Aud. 208

Speakers:

1.

**Yurii Kvasiouk**(4th year Bachelor student in the Institute of Physics; Taras Shevchenko National University of Kyiv)

Topic:

**Classification of baryon number distributions via machine learning methods**

2. **Kravchenko Olexander, Merzlikina Polina** (1st year Master's degree students of KAU, Department of Mathematics of KAU).

Topic: **Diffusion coordinates and their application**

Aud. 208

Speaker:

**Riznyk Olexander**, Doctor of Technical Sciences, Head of the Neurotechnology Department of the Institute of Mathematical Machines and Systems Problems of the NAS of Ukraine

Topic:

**The concept of open dynamic systems**

Aud. 208

June 19, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: **Chris Boldt**, Institut für Physik, Universität Rostock (Germany).

Topic: **Geometrical Picture of Continuous-Wave Detection**The working language of the seminar is English.

Beginning: 17.00

Aud. 208

May 29, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: **Andrii Semenov**, Senior Research Fellow, Institute of Physics of the NAS of Ukraine; University of Rostock (Germany)

Topic: **Numerical methods for quantum optics and quantum technologies**

Beginning: 17.00

Aud. 208

Details can be found via the link.

**Seminar: "Mathematical Methods in Application to Computer Science and Artificial Intelligence"**

May 22, 2019, 17:00, Institute of Mathematics of the NAS of Ukraine (Department of Mathematics of KAU); Data Science Center Seminar

Speaker: **Yurii Demchenko** (Senior Research Fellow, System and Network Engineering Research Group, University of Amsterdam)

Topic: **Data Markets and Data Economics.**

Beginning: 17.00

Aud. 208

On May 8, 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: **Oleksii Nikitchenko** (National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute", Institute of Physics and Technology, Department of Information Security)

Topic: **P-adic analysis and artificial neural networks**.

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

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.

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**