Трофимова Екатерина Алексеевна

Education and Degrees

2025

Candidate of Sciences* (PhD)
HSE University

2020

Master's
HSE University

2015

Bachelor's
Lomonosov Moscow State University

* Candidate of Sciences
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.

Professional Interests

machine learning Data Analysis in Physics high energy physics astrophysics

Courses (2023/2024)

Research Seminar "Introduction to Specialty" (Master’s programme; Faculty of Computer Science field of study Applied Mathematics and Informatics; 1 year, 1-4 module)Eng

Dissertation for a Candidate of Sciences degree

2025
E. Trofimova Разработка алгоритмов построения пайплайнов машинного обучения методами обработки естественного языка, основанными на данных

Conferences

2020
International Conference on Computer Simulation in Physics and beyond (Москва). Presentation: Galaxies Clusters Reconstruction with Variational Autoencoders
International Conference on Computer Simulation in Physics and beyond (Москва). Presentation: Fast simulation of the LHCb electromagnetic calorimeter response using VAEs and GANs

Employment history

March 2016 - Jan 2017 National Settlement Depositary. Moscow Exchange group. Securities department. Junior Specialist

May 2017 - Jan 2019 BNP Paribas Cardif Russia. Junior Data Analyst

Oct 2019, Feb 2020 Sberbank Corporate University. Lecturer of ML seminars

17

Aug

2023

At Sarov Technopark, Researchers from HSE Faculty of Computer Science Discussed AI for Data Analysis in Physics

The Laboratory of Methods for Data Analysis of the HSE Faculty of Computer Science, in collaboration with the All-Russian Research Institute of Experimental Physics (RFNC-VNIIEF, Sarov) and the National Centre for Physics and Mathematics, recently held the Second All-Russian School-Seminar on High Energy Physics and Accelerator Technology.