Development and Modelling of a Laboratory Ball on Plate Process. - Krzysztof Zarzycki; Maciej Lawrynczuk (KKA, 2020)

Fast Real-Time Model Predictive Control for a Ball-on-Plate Process. - Krzysztof Zarzycki; Maciej Lawrynczuk (Sensors, 2021)

LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors. - Krzysztof Zarzycki; Maciej Lawrynczuk (Sensors, 2021)

Fast Nonlinear Model Predictive Control Using LSTM Networks: A Model Linearisation Approach. - Krzysztof Zarzycki; Maciej Lawrynczuk (MED, 2022)

Advanced predictive control for GRU and LSTM networks. - Krzysztof Zarzycki; Maciej Lawrynczuk (Inf. Sci., 2022)

Digital Twins in the Practice of High-Energy Physics Experiments: A Gas System for the Multipurpose Detector. - Patryk Chaber; Pawel D. Domanski; Daniel Dabrowski; Maciej Lawrynczuk; Robert Nebeluk; Sebastian Plamowski; Krzysztof Zarzycki (Sensors, 2022)

Physics-Informed Hybrid Neural Network Model for MPC: A Fuzzy Approach. - Krzysztof Zarzycki; Maciej Lawrynczuk (PCC (1), 2023)

GAN Neural Networks Architectures for Testing Process Control Industrial Network Against Cyber-Attacks. - Krzysztof Zarzycki; Patryk Chaber; Krzysztof Cabaj; Maciej Lawrynczuk; Piotr M. Marusak; Robert Nebeluk; Sebastian Plamowski; Andrzej Wojtulewicz (IEEE Access, 2023)

Forgery Cyber-Attack Supported by LSTM Neural Network: An Experimental Case Study. - Krzysztof Zarzycki; Patryk Chaber; Krzysztof Cabaj; Maciej Lawrynczuk; Piotr M. Marusak; Robert Nebeluk; Sebastian Plamowski; Andrzej Wojtulewicz (Sensors, 2023)

Long Short-Term Memory Neural Networks for Modeling Dynamical Processes and Predictive Control: A Hybrid Physics-Informed Approach. - Krzysztof Zarzycki; Maciej Lawrynczuk (Sensors, 2023)

LSTM for Modelling and Predictive Control of Multivariable Processes. - Krzysztof Zarzycki; Maciej Lawrynczuk (SGAI Conf. (1), 2024)

Methodology for Conducting a Study of the Vulnerability of PLC Control Algorithms to Cyber Attacks. - Sebastian Plamowski; Robert Nebeluk; Andrzej Wojtulewicz; Krzysztof Cabaj; Patryk Chaber; Maciej Lawrynczuk; Piotr M. Marusak; Krzysztof Zarzycki (IEEE Access, 2024)

Efficient Cyberattack Detection Methods in Industrial Control Systems. - Piotr M. Marusak; Robert Nebeluk; Andrzej Wojtulewicz; Krzysztof Cabaj; Patryk Chaber; Maciej Lawrynczuk; Sebastian Plamowski; Krzysztof Zarzycki (Sensors, 2024)

LSTM and GRU type recurrent neural networks in model predictive control: A Review. - Maciej Lawrynczuk; Krzysztof Zarzycki (Neurocomputing, 2025)

Cyber4OT dataset: Network traces for cyber-security vulnerability evaluation in industrial control systems. - Krzysztof Cabaj; Sebastian Plamowski; Patryk Chaber; Maciej Lawrynczuk; Piotr M. Marusak; Robert Nebeluk; Andrzej Wojtulewicz; Krzysztof Zarzycki (SoftwareX, 2025)