Author

Vitaliy Tymoshchuk

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Open access Sep 2026

Trip-End Battery State of Charge Prediction for Electric Vehicles Using a Physics-Constrained Machine Learning Stacking Ensemble

This study proposes an approach for predicting the state of charge (SoC) of an electric vehicle battery at the end of an individual operational interval using parameters available before the start of the trip. The input features included the initial SoC, trip distance, and ambient temperature. The driving range estimat...

Dmytro Tymoshchuk, O. Lyashuk, P. Maruschak et al. · Vehicles · 0 citations

2026

A cryptographically verified approach to secure Docker container updates in CI/CD pipelines

A secure CI/CD update workflow that combines keyless Cosign signing (OIDC/Fulcio), immutable SHA-256 digest–based image addressing, mandatory pre-deployment signature verification, and freshness controls against rollback attacks is presented, while permitting controlled rollback only to previously verified versions.

Vitaliy Tymoshchuk, Dmytro Tymoshchuk, Mykola Mytnyk et al. · CSDP · 0 citations