Timur Imankulov - Publications, H-index & Citations

Timur Imankulov

Al-Farabi Kazakh National University

7H指数

61论文数

169被引数

收录论文 10

发表时间

Physics-Informed Neural Networks for Coupled Non-Isothermal Two-Phase Flow in Porous Media: Training Pathologies, Remedies, and the Role of Gradient Conflict 基于物理信息的神经网络在多孔介质中耦合的非等温两相流中的应用：训练病理、补救措施及梯度冲突的作用

Machine Learning and Knowledge Extraction

IF6

2026-09-02

OAAI

Yerzhan Kenzhebek; Timur Imankulov; Samson Dawit Bekele; Saltanbek Mukhambetzhanov

The Impact of Generative AI on 6G Network Architecture and Service 生成式人工智能对6G网络架构和服务的影响

Electronics

IF2.6

2026-04-07

OAAI

Yedil Nurakhov; Serik Aibagarov; Nurislam Kassymbek; Aksultan Mukhanbet; Bolatzhan Kumalakov; Timur Imankulov

Performance and Stability of Physics-Informed Kolmogorov–Arnold Networks for Two-Phase Transport in Porous Media: A Comparative Study with Physics-Informed Neural Networks 考虑两相介质中传输的物理信息柯尔莫哥洛夫-阿诺德网络性能与稳定性：与物理信息神经网络的比较研究

Results in Engineering

IF7.9

2025-12-22

OAAI

Timur Imankulov; Yerzhan Kenzhebek; Samson Dawit Bekele; Darkhan Akhmed-Zaki

A Systematic Analysis of Physics-Informed Neural Networks for Two-Phase Flow with Capillarity: The Muskat-Leverett Problem 毛细力作用下两相流物理信息神经网络系统分析：Muskat-Leverett问题

APPLIED SCIENCES-BASEL

IF2.5

2025-12-10

OAAI

Imankulov, Timur; Kuljabekov, Alibek; Bekele, Samson Dawit; Zhantayev, Zhumabek; Assilbekov, Bakytzhan; Kenzhebek, Yerzhan

A Wearable IoT-Based Measurement System for Real-Time Cardiovascular Risk Prediction Using Heart Rate Variability 一种基于物联网的穿戴式测量系统，用于利用心率变异性进行实时心血管风险预测

ENG

IF2.4

2025-10-02

OAAI

Tasmurzayev, Nurdaulet; Amangeldy, Bibars; Imankulov, Timur; Imanbek, Baglan; Postolache, Octavian Adrian; Konysbekova, Akzhan

IoT-Based Unsupervised Learning for Characterizing Laboratory Operational States to Improve Safety and Sustainability 基于物联网的实验室运行状态表征的无监督学习，以提升安全性与可持续性

Sustainability 2025, Vol. 17, Page 8340

IF3.3

2025-09-30

OAAI

Bibars Amangeldy; Timur Imankulov; Nurdaulet Tasmurzayev; Baglan Imanbek; Gulmira Dikhanbayeva; Yedil Nurakhov

Digital Cardiovascular Twins, AI Agents, and Sensor Data: A Narrative Review from System Architecture to Proactive Heart Health 数字心血管孪生、AI智能体和传感器数据：从系统架构到主动心脏健康的叙事性综述

Sensors 2025, Vol. 25, Page 5272

IF3.5

2025-08-24

PREAI

Nurdaulet Tasmurzayev; Bibars Amangeldy; Baglan Imanbek; Zhanel Baigarayeva; Timur Imankulov; Gulmira Dikhanbayeva; Inzhu Amangeldi; Symbat Sharipova

AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management AI驱动的建筑生态系统：关于数字孪生和LLMs集成在主动舒适性、IEQ和能源管理方面的叙事映射综述

Sensors 2025, Vol. 25, Page 5265

IF3.5

2025-08-24

PREAI

Bibars Amangeldy; Nurdaulet Tasmurzayev; Timur Imankulov; Zhanel Baigarayeva; Nurdaulet Izmailov; Tolebi Riza; Abdulaziz Abdukarimov; Miras Mukazhan; Bakdaulet Zhumagulov

Coupled pressure and saturation prediction for two-phase flow in porous media using physics-informed neural networks (PINNs)基于物理信息神经网络（PINNs）的多孔介质中两相流压力和饱和度的耦合预测

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-07-20

PREAI

Yerzhan Kenzhebek; Timur Imankulov; Samson Dawit Bekele; Irina Panfilova; Darkhan Akhmed-Zaki

Intelligent System for Reducing Waste and Enhancing Efficiency in Copper Production Using Machine Learning 基于机器学习的铜生产中减少浪费和提高效率的智能系统

METALS

IF2.5

2025-02-12

OAAI

Kenzhaliyev, Bagdaulet; Imankulov, Timur; Mukhanbet, Aksultan; Kvyatkovskiy, Sergey; Dyussebekova, Maral

研究方向