Machine learning integrated design and operation management for resilient circular manufacturing systems. - Panagiotis D. Paraschos; Alexandros Xanthopoulos; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Comput. Ind. Eng., 2022)

Game Difficulty Adaptation and Experience Personalization: A Literature Review. - Panagiotis D. Paraschos; Dimitrios E. Koulouriotis (Int. J. Hum. Comput. Interact., 2023)

Learning-based production, maintenance, and quality optimization in smart manufacturing systems: A literature review and trends. - Panagiotis D. Paraschos; Dimitrios E. Koulouriotis (Comput. Ind. Eng., 2024)

Deep learning model for optimizing control and planning in stochastic manufacturing environments. - Panagiotis D. Paraschos; Antonios C. Gasteratos; Dimitrios E. Koulouriotis (Expert Syst. Appl., 2024)

Reinforcement Learning-Based Optimization for Sustainable and Lean Production within the Context of Industry 4.0. - Panagiotis D. Paraschos; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Algorithms, 2024)