Krzysztof Zarzycki

University of Warsaw

Poland

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Articles (11)

Year:

2025

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2024

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2024

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2024

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2023

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2023

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2023

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2022

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2022

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2021

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2021

Collaborators (4)

Maciej Lawrynczuk

Associate Professor

University of Warsaw

POLAND

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Andrzej Wojtulewicz

University of Warsaw

POLAND

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Krzysztof Cabaj

Associate Professor

University of Warsaw

POLAND

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Ewa Niewiadomska-Szynkiewicz

University of Warsaw

POLAND

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Krzysztof Zarzycki

Research Interests

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Articles (11)

LSTM and GRU type recurrent neural networks in model predictive control: A Review

Efficient Cyberattack Detection Methods in Industrial Control Systems

Methodology for Conducting a Study of the Vulnerability of PLC Control Algorithms to Cyber Attacks

Infrastructure and Tools for Testing the Vulnerability of Control Systems to Cyberattacks: A Coal Mine Industrial Facility Case

Forgery Cyber-Attack Supported by LSTM Neural Network: An Experimental Case Study

GAN Neural Networks Architectures for Testing Process Control Industrial Network Against Cyber-Attacks

Long Short-Term Memory Neural Networks for Modeling Dynamical Processes and Predictive Control: A Hybrid Physics-Informed Approach

Practical Digital Twins Application to High Energy Systems: Thermal Protection for Multi-Detector

Digital Twins in the Practice of High-Energy Physics Experiments: A Gas System for the Multipurpose Detector

LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors

Fast Real-Time Model Predictive Control for a Ball-on-Plate Process

Collaborators (4)

Maciej Lawrynczuk

Andrzej Wojtulewicz

Krzysztof Cabaj

Ewa Niewiadomska-Szynkiewicz

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