Levon R. Mailyan

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

Alexey N. Beskopylny, Sergey A. Stel’makh, Evgenii M. Shcherban’ et al. · Applied Sciences · 2022 · 85 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

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

Evgenii M. Shcherban’, Sergey A. Stel’makh, Alexey N. Beskopylny et al. · Applied Sciences · 2022 · 53 citations · Full text

Fiber Reinforcement, Reinforcement Material, Textile Composites +14

Nanomodification of Lightweight Fiber Reinforced Concrete with Micro Silica and Its Influence on the Constructive Quality Coefficient

Evgenii M. Shcherban’, Sergey A. Stel’makh, Alexey N. Beskopylny et al. · Materials · 2021 · 40 citations · Full text

Materials Science, Fiber Reinforcement, Constructive Quality Coefficient +13

Developing Environmentally Sustainable and Cost-Effective Geopolymer Concrete with Improved Characteristics

Alexey N. Beskopylny, Sergey A. Stel’makh, Evgenii M. Shcherban’ et al. · Sustainability · 2021 · 39 citations · Full text

Geotechnical Engineering, Materials Science, Engineering +13

High-Performance Concrete Nanomodified with Recycled Rice Straw Biochar

Alexey N. Beskopylny, Sergey A. Stel’makh, Evgenii M. Shcherban’ et al. · Applied Sciences · 2022 · 34 citations · Full text

Biochar, High-performance Concrete Nanomodified, Portland Cement +15