Find My Journal

DD

Denis Derkach

National Research University Higher School of Economics RU

0000-0001-5871-0628

70

Publications

375

Citations

9

H-Index

8

i10-Index

0.85

2yr Mean Cite

-

Cite/Paper

Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar

Verify on Google Scholar

Publication & Citation Trends

Most Cited Works

Toward Machine Learning Optimization of Experimental Design OA

Atılım Güneş Baydin, K. Cranmer, Pablo De Castro Manzano, C. Delaere, Denis Derkach +12 more

Nuclear Physics News 2021

25

NFAD: fixing anomaly detection using normalizing flows OA

A. Ryzhikov, M. Borisyak, A. Ustyuzhanin, Denis Derkach

PeerJ Computer Science 2021

15

Normalizing flows for deep anomaly detection OA

A. Ryzhikov, M. Borisyak, A. Ustyuzhanin, Denis Derkach

arXiv (Cornell University) 2019

12

Online Neural Networks for Change-Point Detection OA

M. Hushchyn, Kenenbek Arzymatov, Denis Derkach

Machine Learning 2026

11

ML-assisted versatile approach to Calorimeter R&D OA

A. S. Boldyrev, Denis Derkach, F. Ratnikov, Alexey Shevelev

Journal of Instrumentation 2020

9

Publications

45 total

Online Neural Networks for Change-Point Detection PDF

M. Hushchyn, Kenenbek Arzymatov, Denis Derkach - Machine Learning, 2026

Cited by 11 OpenAlex

Approaches to Proxy Modeling of Gas Reservoirs PDF

Alexander Perepelkin, Anar Sharifov, D. V. Titov, Zakhar Shandrygolov, Denis Derkach et al. - Energies, 2025

Cited by 3 OpenAlex

RatanSunPy: A robust preprocessing pipeline for RATAN-600 solar radio observations data PDF

Irina Knyazeva, Igor Lysov, E. A. Kurochkin, A. V. Shendrik, Denis Derkach et al. - Astronomy and Computing, 2024

Cited by 2 OpenAlex

Understanding of the properties of neural network approaches for transient light curve approximations PDF

Mariia Demianenko, Konstantin Malanchev, Ekaterina Samorodova, Mikhail Sysak, Aleksandr Shiriaev et al. - Astronomy and Astrophysics, 2023

Cited by 9 OpenAlex

Stokes Inversion Techniques with Neural Networks: Analysis of Uncertainty in Parameter Estimation

Lukia Mistryukova, Andrey Plotnikov, Aleksandr Khizhik, Irina Knyazeva, M. Hushchyn et al. - Solar Physics, 2023

Cited by 6 OpenAlex

Symbolic expression generation <i>via</i> variational auto-encoder PDF

С. Б. Попов, Mikhail Lazarev, V. Belavin, Denis Derkach, A. Ustyuzhanin - PeerJ Computer Science, 2023

Cited by 5 OpenAlex

Supernova Light Curves Approximation based on Neural Network Models PDF

Mariia Demianenko, Ekaterina A. Samorodova, Mikhail Sysak, Aleksandr Shiriaev, Konstantin Malanchev et al. - Journal of Physics Conference Series, 2023

Cited by 5 OpenAlex

Latent Stochastic Differential Equations for Change Point Detection PDF

A. Ryzhikov, M. Hushchyn, Denis Derkach - IEEE Access, 2023

Cited by 5 OpenAlex

Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper PDF

T. Dorigo, A. Giammanco, P. Vischia, Max Aehle, M. Bawaj et al. - Desy Publications Database (Deutsches Elektronen-Synchrotron DESY), 2022

Cited by 8 OpenAlex

Toward Machine Learning Optimization of Experimental Design PDF

Atılım Güneş Baydin, K. Cranmer, Pablo De Castro Manzano, C. Delaere, Denis Derkach et al. - Nuclear Physics News, 2021

Cited by 25 OpenAlex

Research Topics

Particle physics theoretical and experimental studies (27) Quantum Chromodynamics and Particle Interactions (20) High-Energy Particle Collisions Research (13) Solar and Space Plasma Dynamics (9) Neutrino Physics Research (7)

Frequent Co-Authors

A.

A. Ustyuzhanin

7 joint publications

F.

F. Ratnikov

5 joint publications

A.

A. Ryzhikov

5 joint publications

M.

M. Hushchyn

5 joint publications

M.

M. Borisyak

4 joint publications

J.

J. Donini

2 joint publications

Affiliations

National Research University Higher School of Economics

RU 2026 - 2017

Institute for Systems Analysis

RU 2026 - 2026

Yandex School of Data Analysis

RU 2022 - 2017

Yandex (Russia)

RU 2018 - 2018

European Organization for Nuclear Research

CH 2022 - 2021

External Profiles

OpenAlex Profile Search Semantic Scholar ORCID Profile Google Scholar

Share Profile

Back to Researchers