Publications
Talk · Lecture notes in computer science · September 30, 2025
Efficiency of Parallel Machine Learning Algorithms on Multiprocessor and GPU Architectures
Maksat Mustafin, Мадина Мансурова, Aida Zhakyp, Aksultan Mukhanbet, Yerzhan Kenzhebek, Nurislam Kassymbek
Parallel Computing and Optimization TechniquesCloud Computing and Resource ManagementDistributed and Parallel Computing Systemsparallel machine learningGPU accelerationrandom forest
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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 ConflictMachine Learning and Knowledge Extraction · 2026
