С. А. Гуда

Southern Federal University — Russia

Materials Science · Physical Sciences

16h-index1.2kcitations102works1.42yr avg
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Research Topics

Machine Learning in Materials Science(34), X-ray Spectroscopy and Fluorescence Analysis(17), X-ray Diffraction in Crystallography(16), Catalytic Processes in Materials Science(12), Catalysis and Oxidation Reactions(12)

Publications102 total

Nature of Surface Sites in Ziegler-Natta Pre-Catalysts from Quanti-tative Analysis of Ti K-edge X-Ray Absorption Spectra
2025
Substructural State of the High-Entropy Alloy AlCoNiTiNb under Hydrogen Saturation and Heating
Inorganic Materials Applied Research·2025
DeepFit: physically and chemically informed XAS-Structure fitting made simple
2025
Unraveling the Fe-Dependent Phase Evolution and Structure of Ni-Fe/γ-Al2O3 Catalysts: A Combined Experimental and Computational Study
Inorganics·2025· 1 citedOpen Access
DeepFit: physically and chemically informed XAS-Structure fitting made simple
2025
DeepFit: physically and chemically informed XAS-Structure fitting made simple
2025
Nature of Surface Sites in Ziegler-Natta Pre-Catalysts from Quanti-tative Analysis of Ti K-edge X-Ray Absorption Spectra
2025
DeepFit: physically and chemically informed XAS-Structure fitting made simple
2025Open Access
Hybrid Machine Learning Models for E-Commerce Demand Forecasting Using Instacart Dataset
2025
Monte Carlo studies of magnetic phase transitions in (1- <i>x</i> )BiFeO <sub>3</sub> – <i>xA</i> Fe <sub>1/2</sub> <i>M</i> <sub>1/2</sub> O <sub>3</sub> ( <i>A</i> = Pb, Ba, Ca, Sr; <i>M</i> = Nb, Sb) solid solutions
Ferroelectrics·2025· 1 cited
Correction to “Fingerprint Analysis of X-ray Absorption Spectra with the Machine-Learning Method Trained on the Multielement Experimental Library”
The Journal of Physical Chemistry C·2025Open Access
Fingerprint Analysis of X-ray Absorption Spectra with the Machine-Learning Method Trained on the Multielement Experimental Library
The Journal of Physical Chemistry C·2025· 3 cited
Intelligent Assistant for Magnetron Sputtering Diamond-Like Carbon Coatings Deposition
SSRN Electronic Journal·2025Open Access
Quantitative Phase Analysis of a Coating Based on a CrMnFeCoNiCu High-Entropy Alloy
Journal of Machinery Manufacture and Reliability·2024
Synthesis, magnetic and structural properties of (1-x)LiFe5O8–(x)LiZn2.5Ti2.5O8 spinel solid solutions
Journal of Alloys and Compounds·2024· 2 cited
Synthesis of double carbide (Ti,Cr)C with a different Cr content produced by electro thermal explosion
Journal of Solid State Chemistry·2024
Fingerprint Analysis of X-Ray Absorption Spectra of Catalysts: From Linear Combination Fit to Machine-Learning Trained on Multielement Experimental Library
2024
Tribological and Thermodynamic Properties of the High Entropy Alloys CrMnFeCoNi and CuCrMnFeCoNi, Their Stability, and Structure Prediction
Journal of Machinery Manufacture and Reliability·2024
Nitrogen-Stabilized DLC Coatings: Optimization of Properties and Deposition Parameters Using Randomized Tree and Neural Network Algorithms
Physical Mesomechanics·2024· 4 cited
Optimal Dynamic Regimes for CO Oxidation Discovered by Reinforcement Learning
ACS Omega·2024· 4 citedOpen Access
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Frequent Co-authors

Alexander A. Guda(35), А. В. Солдатов(28), Aram L. Bugaev(16), Andrea Martini(9), Carlo Lamberti(8), Christophe Copéret(7), D. M. Pashkov(7), Mikhail A. Soldatov(6), Kirill A. Lomachenko(6), Оlga V. Safonova(6), Yves Joly(5), Yury V. Rusalev(5), D. Yu. Kovalev(5), Alexander Algasov(4), Oleg Usoltsev(4), И. А. Панкин(4), В. И. Колесников(4), Bogdan Protsenko(4), С. В. Коновалихин(4), Grigory Smolentsev(3)