Aksultan Mukhanbet
ML/Quantum Computing Researcher · Al-Farabi Kazakh National University
Researcher with a PhD in Computer Engineering. I work on machine learning, quantum computing and quantum machine learning, including hybrid quantum–classical models for scientific computing and computer vision, and on high-performance parallel computing.
Publications37
- 142025
A Hybrid Quantum–Classical Architecture with Data Re-Uploading and Genetic Algorithm Optimization for Enhanced Image Classification
Article · Computation · PDF
- 142025
Intelligent System for Reducing Waste and Enhancing Efficiency in Copper Production Using Machine Learning
Article · Metals · with Nurdaulet Tasmurzayev · PDF
- 142024
Development of an Intelligent Video Surveillance System Based on YOLO Algorithm
Talk · IEEE International Conference on Smart Information Systems and Technologies · with Nurtugan Azatbekuly, Samson Dawit Bekele
- 132023
Implementation of the HHL Algorithm for Solving the Poisson Equation on Quantum Simulators
Article · Applied Sciences · PDF
- 102024
Integrating Machine Learning with Intelligent Control Systems for Flow Rate Forecasting in Oil Well Operations
Article · Automation · with Bibars Amangeldy, Nurdaulet Tasmurzayev · Open access
- 102024
A Quantum Approach for Exploring the Numerical Results of the Heat Equation
Article · Algorithms · with Nurtugan Azatbekuly · Open access
- 92025
A Pilot Study on Thermal Comfort in Young Adults: Context-Aware Classification Using Machine Learning and Multimodal Sensors
Article · Buildings Q1 · with Nurtugan Azatbekuly, Bibars Amangeldy, Nurdaulet Tasmurzayev · Open access
- 72021
Implementation Of An Intelligent Control System For Heat Distribution In Rooms
Talk · IEEE International Conference on Smart Information Systems and Technologies · with Nurdaulet Tasmurzayev, Bibars Amangeldy
- 62021
Hybrid Architecture of Face and Action Recognition Systems for Proctoring on a Graphic Processor
Talk · IEEE International Conference on Smart Information Systems and Technologies
- 52021
Implementation of the solution to the oil displacement problem using machine learning classifiers and neural networks
Article · Eastern-European Journal of Enterprise Technologies · PDF
- 32025
A Machine Learning Approach to Investigating Key Performance Factors in 5G Standalone Networks
Article · Electronics · PDF
- 32024
Development of Software for Hydrometallurgical Calculation of Metal Extraction
Article · Kompleksnoe Ispolzovanie Mineralnogo Syra = Complex Use of Mineral Resources · with Bibars Amangeldy, Nurtugan Azatbekuly · Open access
- 32024
Machine Learning Analysis Using the Black Oil Model and Parallel Algorithms in Oil Recovery Forecasting
Article · Algorithms · PDF
- 22024
OPTIMIZATION OF NEURAL NETWORKS FOR PREDICTING OIL RECOVERY FACTOR USING QUANTIZATION TECHNIQUES
Article · Journal of problem in computer science and information technologies · with Nurtugan Azatbekuly · PDF
- 22023
IMPLEMENTATION OF QUANTUM ARITHMETIC OPERATIONS WITH INTEGER CHARACTERS USING THE QUANTUM FOURIER TRANSFORM
Article · Journal of problem in computer science and information technologies · Open access
- 12026
Systematic Literature Review of Quantum Convolutional Neural Networks and Circuit Optimization
Review · Algorithms · Open access
- 12026
Bridging the Semantic Gap in 5G: A Hybrid RAG Framework for Dual-Domain Understanding of O-RAN Standards and srsRAN Implementation
Article · Applied Sciences · with Duman Marlambekov · PDF
- 12026
The Impact of Generative AI on 6G Network Architecture and Service
Article · Electronics · PDF
- 12025
Efficiency of Parallel Machine Learning Algorithms on Multiprocessor and GPU Architectures
Talk · Lecture notes in computer science · with Yerzhan Kenzhebek
- 12025
DEVELOPMENT OF HYBRID QUANTUM-CLASSICAL MODELS FOR COMPUTER VISION
Article · Journal of problem in computer science and information technologies · with Nurtugan Azatbekuly · PDF
- 12025
Quantum–Classical Hybrid Architecture for Solving the Muskat–Leverett Model
Article · IET Quantum Communication · PDF
- —2026
Control Selection and Prediction of Gold Recovery Gains in Multicomponent Microflotation
Article · Minerals · Open access
- —2026
Machine Learning-Based Early Warning System for Transport-Layer Bottlenecks in Open-Source 5G Testbeds
Article · Algorithms · with Duman Marlambekov · Open access
- —2026
Machine Learning-Based Early Warning System for Transport-Layer Bottlenecks in Open-Source 5G Testbeds
Dataset · Zenodo · with Duman Marlambekov · Open access