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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

M. Nikanorov

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2 papers indexed here

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Conference Open access Sep 2026

Prediction of Traction Battery Degradation in Electric Vehicles Using Ensemble Machine Learning Methods

This paper addresses the problem of predicting degradation of traction lithium-ion batteries in electric vehicles based on real operational data. The objective is to develop and compare practical approaches to training machine learning models for forecasting battery remaining capacity (State of Health, SoH) using the o...

B. Potapov, Olesya O. Oleynikova, M. Nikanorov · 0 citations
Conference Sep 2026

Anomaly Detection in Semiconductor Manufacturing using Hybrid Autoencoder Models

Semiconductor fabrication processes generate highdimensional, multi-sensor telemetry streams that are critical for quality control but challenging to analyze in real time. Traditional anomaly detection methods rely on static thresholding or shallow statistical models, which struggle with non-linear sensor correlations,...

M. Nikanorov, S. Kukartseva, K. Muzalev · 0 citations

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