Denis Derkach
National Research University Higher School of Economics(RU)Institute for Systems Analysis(RU)
Publications by Year
Research Areas
Particle physics theoretical and experimental studies, Quantum Chromodynamics and Particle Interactions, High-Energy Particle Collisions Research, Solar and Space Plasma Dynamics, Neutrino Physics Research
Most-Cited Works
- → Toward Machine Learning Optimization of Experimental Design(2021)25 cited
- → NFAD: fixing anomaly detection using normalizing flows(2021)15 cited
- Normalizing flows for deep anomaly detection(2019)
- → Online Neural Networks for Change-Point Detection(2026)11 cited
- → ML-assisted versatile approach to Calorimeter R&D(2020)9 cited
- → Understanding of the properties of neural network approaches for transient light curve approximations(2023)8 cited
- → Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper(2022)8 cited