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Author

A. Kuttybayev

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Review Open access Sep 2026

GeoProtoNet: texture-aware few-shot lithology classification from rock imagery using frozen DINOv2 features

Rapid lithology identification on open-pit bench faces is typically performed manually by geologists, yet it is subjective, inconsistent under variable field conditions, and cannot be scaled to the large image volumes required by conventional supervised deep learning. We present GeoProtoNet, a lightweight few-shot lear...

Umirzokov Azamat, Shokhjakhon Abdufattokhov, Ryumduk Oh et al. · 0 citations
Open access Jul 2026

Development and evaluation of an AI-based method for improving the energy efficiency of electric motor−inverter systems

The results confirm that the proposed AI-based supervisory method can identify inefficient operating states and support the selection of energy-efficient control parameters and support the selection of energy-efficient control parameters.

A. Abdykadyrov, A. Kuttybayeva, Kyrmyzy Taissariyeva et al. · 0 citations

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