Andrii Balashov — Curriculum Vitae

Transforming Mobility: How AI, Machine Learning, and Deep Learning Are Revolutionizing Transportation Systems

XXIV International Scientific & Practical Conference, Paris (2025)
Andrii Balashov, Yuliia Balashova
DOI: 10.46299/ISG.2025.1.24

Deep Learning-Enhanced Geomechanical Modelling of Roadbed Subgrade Stability in Humid Environments

Modern Engineering & Innovative Technologies (2025)
Andrii Balashov, Yuliia Balashova
DOI: 10.30890/2567-5273.2025-38-02-034

Intelligent Urban Mobility: A Machine-Learning Framework for AI-Driven Traffic-Congestion Mitigation in Smart Cities

9th International Scientific & Practical Conference, Osaka (2025)
Andrii Balashov

Modeling and Evaluating the Impact of Road Construction on Urban Traffic

SW-Ger Conference “Scientific & Technological Revolution of the XXI Century 2025”, Karlsruhe (2025)
Andrii Balashov, Yuliia Balashova
DOI: 10.30890/2709-1783.2025-38-00

Artificial Intelligence in Automobile Transportation: Enhancing Traffic Safety and Efficiency

XV All-Ukrainian Conference of Young Scientists, Dnipro (2025)
Andrii Balashov

AI-Driven Optimization for Traffic Safety: Predicting and Preventing Collisions at Road Intersections Using Machine Learning

Modern Engineering & Innovative Technologies (2025)
Andrii Balashov, Yuliia Balashova
DOI: 10.30890/2567-5273.2025-37-02-040

Improving Stability of Subgrades on Deformable Bases

SW-Ger Conference Proceedings, Karlsruhe (2025)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko
DOI: 10.30890/2709-1783.2025-37-00-011

Enhancing Traffic Safety at Road Intersections with Artificial Intelligence

7th International Scientific & Practical Conference, Boston (2025)
Andrii Balashov, Yuliia Balashova

Ensuring the Safe Performance of Highway Subgrade on Deformable Subbases

V International Scientific & Practical Conference, Paris (2025)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko
DOI: 10.46299/ISG.2025.1.5

Revolutionizing Image Classification: The Role of Integrated Convolutional Neural Networks

XVIII International Conference “MICT” (2024)
Andrii Balashov

Sustainable Development of Roads: Problems in the Design of City Streets and Highways

XV International Scientific & Practical Conference, Paris (2024)
Andrii Balashov, Yuliia Balashova

Optimal Control and Differential-Geometry Approaches to Highway Vertical-Curve Design Using AI Techniques

SWorldJournal (2024)
Andrii Balashov, Yuliia Balashova
DOI: 10.30888/2663-5712.2024-28-00-041

Enhancing Image Classification with Attention-Integrated CNNs: A Comprehensive Theoretical and Empirical Study

4th International Scientific & Practical Conference (2024)
Andrii Balashov

Attention-Integrated Convolutional Neural Networks for Enhanced Image Classification: A Comprehensive Analysis

Modern Engineering & Innovative Technologies (2024)
Andrii Balashov
DOI: 10.30890/2567-5273.2024-35-00-030

Enhancing the Stability of Coastal Road Structures

2nd International Scientific & Practical Conference (2024)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko, Maksym Kobets

Use of Innovative Technologies in the Construction of Road Pavements

Ukrainian Journal of Civil Engineering & Architecture (2024)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko, Olena Tregub, Kateryna Chepurna
DOI: 10.30838/J.BPSACEA.2312.040624.19.1056

Use of a Self-Healing Top Layer of Road Pavement During Construction, Reconstruction, and Major Repair of Highways

V Scientific & Practical Conference for Students & Young Scientists (2024)
Andrii Balashov, Viktor Demianenko

Increasing the Bearing Capacity of Soft Water-Saturated Clay Subgrade Roads

Ukrainian Journal of Civil Engineering & Architecture (2023)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko, Oleksandr Usychenko, Rostyslav Tykvenko
DOI: 10.30838/J.BPSACEA.2312.290823.7.965

Analysis of the Efficiency of Lime and Xanthan Gum in Soft-Soil Foundations of Transportation Structures

1st International Scientific & Practical Conference (2023)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko, Pavlo Tykvenko

Utilization of Lime and Biopolymers to Increase Subgrade-Road Stability

International Scientific Conference “Innovative Development in Technology” (2023)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko
DOI: 10.30525/978-9934-26-340-8-11

Enhancing the Stability of Soft-Soil Foundations in Transportation Infrastructure with Lime and Xanthan Gum

SWorld-Ger Conference Proceedings (2023)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko
DOI: 10.30890/2709-1783.2024-34-00-010

Alternative Materials for Road Pavements

Ukrainian Journal of Civil Engineering & Architecture (2023)
Andrii Balashov, Yuliia Balashova, Viktor Demianenko, Liudmyla Bondarenko, Valentyn Lukianenko
DOI: 10.30838/J.BPSACEA.2312.250423.7.925

Alternative Pavements for Roads

IV Scientific & Practical Conference for Students & Young Scientists (2023)
Andrii Balashov, Viktor Demianenko

Revolution in Transport Networks: AI-Based Solutions for Next-Generation Highway Systems

SWorld-US Conference Proceedings (2022)
Andrii Balashov, Yuliia Balashova
DOI: 10.30888/2709-2267.2025-30-00-014

Selected Publications & Projects