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Timur Imankulov

Al-Farabi Kazakh National University

7H-index
61Paper Count
169Citation Count
Published Papers 10
Publication Date
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Physics-Informed Neural Networks for Coupled Non-Isothermal Two-Phase Flow in Porous Media: Training Pathologies, Remedies, and the Role of Gradient Conflict
errMachine Learning and Knowledge Extraction
IF6
err2026-09-02
err0
errOAAI
errYerzhan Kenzhebek; Timur Imankulov; Samson Dawit Bekele; Saltanbek Mukhambetzhanov
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The Impact of Generative AI on 6G Network Architecture and Service
errElectronics
IF2.6
err2026-04-07
err0
errOAAI
errYedil Nurakhov; Serik Aibagarov; Nurislam Kassymbek; Aksultan Mukhanbet; Bolatzhan Kumalakov; Timur Imankulov
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Performance and Stability of Physics-Informed Kolmogorov–Arnold Networks for Two-Phase Transport in Porous Media: A Comparative Study with Physics-Informed Neural Networks
errResults in Engineering
IF7.9
err2025-12-22
err0
errOAAI
errTimur Imankulov; Yerzhan Kenzhebek; Samson Dawit Bekele; Darkhan Akhmed-Zaki
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errSave
A Systematic Analysis of Physics-Informed Neural Networks for Two-Phase Flow with Capillarity: The Muskat-Leverett Problem
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-12-10
err0
errOAAI
errImankulov, Timur; Kuljabekov, Alibek; Bekele, Samson Dawit; Zhantayev, Zhumabek; Assilbekov, Bakytzhan; Kenzhebek, Yerzhan
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errSave
A Wearable IoT-Based Measurement System for Real-Time Cardiovascular Risk Prediction Using Heart Rate Variability
errENG
IF2.4
err2025-10-02
err0
errOAAI
errTasmurzayev, Nurdaulet; Amangeldy, Bibars; Imankulov, Timur; Imanbek, Baglan; Postolache, Octavian Adrian; Konysbekova, Akzhan
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IoT-Based Unsupervised Learning for Characterizing Laboratory Operational States to Improve Safety and Sustainability
errSustainability 2025, Vol. 17, Page 8340
IF3.3
err2025-09-30
err0
errOAAI
errBibars Amangeldy; Timur Imankulov; Nurdaulet Tasmurzayev; Baglan Imanbek; Gulmira Dikhanbayeva; Yedil Nurakhov
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errSave
Digital Cardiovascular Twins, AI Agents, and Sensor Data: A Narrative Review from System Architecture to Proactive Heart Health
errSensors 2025, Vol. 25, Page 5272
IF3.5
err2025-08-24
err0
PREAI
errNurdaulet Tasmurzayev; Bibars Amangeldy; Baglan Imanbek; Zhanel Baigarayeva; Timur Imankulov; Gulmira Dikhanbayeva; Inzhu Amangeldi; Symbat Sharipova
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AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management
errSensors 2025, Vol. 25, Page 5265
IF3.5
err2025-08-24
err0
PREAI
errBibars Amangeldy; Nurdaulet Tasmurzayev; Timur Imankulov; Zhanel Baigarayeva; Nurdaulet Izmailov; Tolebi Riza; Abdulaziz Abdukarimov; Miras Mukazhan; Bakdaulet Zhumagulov
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Coupled pressure and saturation prediction for two-phase flow in porous media using physics-informed neural networks (PINNs)
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-20
err0
PREAI
errYerzhan Kenzhebek; Timur Imankulov; Samson Dawit Bekele; Irina Panfilova; Darkhan Akhmed-Zaki
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errSave
Intelligent System for Reducing Waste and Enhancing Efficiency in Copper Production Using Machine Learning
errMETALS
IF2.5
err2025-02-12
err0
errOAAI
errKenzhaliyev, Bagdaulet; Imankulov, Timur; Mukhanbet, Aksultan; Kvyatkovskiy, Sergey; Dyussebekova, Maral
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Research Directions

No research directions
Co-authors
Cooperation Journals
O
Octavian Postolache
H-index: 42 · Papers: 524
B
Bagdaulet Kenzhaliyev
H-index: 14 · Papers: 148
D
Darkhan Akhmed-Zaki
H-index: 8 · Papers: 74
I
I. Panfilova
H-index: 8 · Papers: 60
Z
Zhumabek Zhantayev
H-index: 6 · Papers: 23
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