Author

Andrei A. Chernil'nik

Observed names: A. A. Chernil’nik, A. Chernil'nik, A. Chernilnik, A.A. Chernil'nik, A.A. Chernil’nik, Andrei Chernil'nik, Andrei Chernilnik, Andrei Chernil’nik, Andrei Chernil′nik, Andrey A. Chernilnik, Andrey Chernil'nik, Andrey Chernilnik, А А Чернильник, А. А. Чернильник, А.А. Чернильник, Чернильник Андрей Александрович

Institution: Don State Technical University

Observed institutions: Rostov State Transport University, Don State Technical University

ORCID: 0000-0002-0103-2587

Observed ORCID: 0000-0002-0103-2587

OpenAlex ID: A5010416409

Concrete Strength Prediction Using Machine Learning Methods CatBoost, k-Nearest Neighbors, Support Vector Regression

2022 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Applied Sciences · 119

Normal-Weight Concrete with Improved Stress–Strain Characteristics Reinforced with Dispersed Coconut Fibers

2022 · Evgenii M. Shcherban’, Sergey A. Stel’makh, et al. · Applied Sciences · 65

Insulation Foam Concrete Nanomodified with Microsilica and Reinforced with Polypropylene Fiber for the Improvement of Characteristics

2022 · Besarion Meskhi, Alexey N. Beskopylny, et al. · Polymers · 42

Lightweight expanded-clay fiber concrete with improved characteristics reinforced with short natural fibers

2023 · Yasin Onuralp Özkılıç’, Alexey N. Beskopylny, et al. · Case Studies in Construction Materials · 38

Prediction of the Compressive Strength of Vibrocentrifuged Concrete Using Machine Learning Methods

2024 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Buildings · 37

Effect of Walnut-Shell Additive on the Structure and Characteristics of Concrete

2023 · Alexey Beskopylny, Sergey Stel’makh, et al. · Materials · 37

Enhanced Performance of Concrete Dispersedly Reinforced with Sisal Fibers

2022 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Applied Sciences · 31

Improving the Physical and Mechanical Characteristics of Modified Aerated Concrete by Reinforcing with Plant Fibers

2023 · Alexey N. Beskopylny, Evgenii M. Shcherban’, et al. · Fibers · 29

Composition, Technological, and Microstructural Aspects of Concrete Modified with Finely Ground Mussel Shell Powder

2022 · Sergey Stel’makh, Evgenii Shcherban’, et al. · Materials · 28

Alteration of Structure and Characteristics of Concrete with Coconut Shell as a Substitution of a Part of Coarse Aggregate

2023 · Sergey A. Stel’makh, Alexey N. Beskopylny, et al. · Materials · 27

Physical, Mechanical and Structural Characteristics of Sulfur Concrete with Bitumen Modified Sulfur and Fly Ash

2023 · Sergey A. Stel’makh, Evgenii M. Shcherban’, et al. · Journal of Composites Science · 26

Improved Fly Ash Based Structural Foam Concrete with Polypropylene Fiber

2023 · Alexey N. Beskopylny, Evgenii M. Shcherban’, et al. · Journal of Composites Science · 26

Composition, Structure and Properties of Geopolymer Concrete Dispersedly Reinforced with Sisal Fiber

2024 · Evgenii M. Shcherban’, Sergey A. Stel’makh, et al. · Buildings · 20

Computer Vision Method for Automatic Detection of Microstructure Defects of Concrete

2024 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Sensors · 20

Influence of Variotropy on the Change in Concrete Strength under the Impact of Wet–Dry Cycles

2023 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Applied Sciences · 19

Performance Assessment of a Novel Green Concrete Using Coffee Grounds Biochar Waste

2024 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Recycling · 18

Optimization of the Properties of Eco-Concrete Dispersedly Reinforced with Hemp and Flax Natural Fibers

2025 · Alexey N. Beskopylny, Evgenii M. Shcherban’, et al. · Journal of Composites Science · 17

Prediction of the Properties of Vibro-Centrifuged Variatropic Concrete in Aggressive Environments Using Machine Learning Methods

2024 · Alexey N. Beskopylny, Sergey A. Stel’makh, et al. · Buildings · 17

Analysis of the Current State of Research on Bio-Healing Concrete (Bioconcrete)

2024 · Alexey N. Beskopylny, Evgenii M. Shcherban’, et al. · Materials · 15

Structure and Properties of Variatropic Concrete Combined Modified with Nano- and Micro-silica

2024 · E. M. Shcherban’, S. A. Stel’makh, et al. · Construction Materials and Products · 15

Numerical Simulation of the Bearing Capacity of Variotropic Short Concrete Beams Reinforced with Polymer Composite Reinforcing Bars

2022 · Alexey Beskopylny, Besarion Meskhi, et al. · Polymers · 15

Influence of corn cob ash additive on the structure and properties of cement concrete

2024 · Sergey A. Stel'makh, Alexey N. Beskopylny, et al. · Construction Materials and Products · 14

Composition and Properties of Lightweight Concrete of Variotropic Structure Based on Combined Aggregate and Microsilica

2025 · Evgenii M. Shcherban’, Sergey A. Stel’makh, et al. · Buildings · 13

Influence of Sunflower Seed Husks Ash on the Structure Formation and Properties of Cement Concrete

2024 · Evgenii M. Shcherban', Sergey A. Stel'makh, et al. · Civil Engineering Journal · 13

Eco-Friendly Sustainable Concrete and Mortar Using Coal Dust Waste

2023 · Evgenii M. Shcherban’, Sergey A. Stel’makh, et al. · Materials · 13

Works count: 91

Citation count: 941

H-index: 17

I10-index: 32