most citedNamed Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data

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eess.SY2025

Deep Dictionary-Free Method for Identifying Linear Model of Nonlinear System with Input Delay

Patrik Valábek, Marek Wadinger, Michal Kvasnica +1

Nonlinear dynamical systems with input delays pose significant challenges for prediction, estimation, and control due to their inherent complexity and the impact of delays on syste…

eess.SY2025

Deep Koopman Economic Model Predictive Control of a Pasteurisation Unit

Patrik Valábek, Michaela Horváthová, Martin Klaučo

This paper presents a deep Koopman-based Economic Model Predictive Control (EMPC) for efficient operation of a laboratory-scale pasteurization unit (PU). The method uses Koopman op…