D. M. Pashkov

Quantitative Analysis of the UV–Vis Spectra for Gold Nanoparticles Powered by Supervised Machine Learning

D. M. Pashkov, Alexander A. Guda, Andrea Martini et al. · The Journal of Physical Chemistry C · 2021 · 33 citations

Nanoparticles, Engineering, Machine Learning +19

Design of double layer protective coatings: Finite element modeling and machine learning approximations

D. M. Pashkov, O. A. Belyak, Alexander A. Guda et al. · Acta Astronautica · 2022 · 22 citations

Materials Science, Numerical Analysis, Thermal Spray Coating +11

Machine Learning Analysis of Reaction Parameters in UV-Mediated Synthesis of Gold Nanoparticles

Alexander A. Guda, Viktor Shapovalov, Alexey I. Muravlev et al. · The Journal of Physical Chemistry C · 2023 · 22 citations

Nanoparticles, Engineering, Metal Nanoparticles +20

Relationships between synthesis conditions and TiN coating properties discovered from the data driven approach

Mikhail Lifar, O. V. Kudryakov, Alexander A. Guda et al. · Thin Solid Films · 2023 · 13 citations

Materials Engineering, Materials Science, Chemical Engineering +10

Adsorption Sites on Pd Nanoparticles Unraveled by Machine-Learning Potential with Adaptive Sampling

Andrei A. Tereshchenko, D. M. Pashkov, Alexander A. Guda et al. · Molecules · 2022 · 11 citations · Full text