Kosmas Alexopoulos

Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing

Kosmas Alexopoulos, Nikolaos Nikolakis, George Chryssolouris · International Journal of Computer Integrated Manufacturing · 2020 · 287 citations

Artificial Intelligence, Engineering, Machine Learning +18

The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor

Nikolaos Nikolakis, Kosmas Alexopoulos, Evangelos Xanthakis et al. · International Journal of Computer Integrated Manufacturing · 2018 · 204 citations · Full text

The role of simulation in digital manufacturing: applications and outlook

Dimitris Mourtzis, Nikolaos Papakostas, Dimitris Mavrikios et al. · International Journal of Computer Integrated Manufacturing · 2013 · 142 citations

A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders

Xanthi Bampoula, Georgios Siaterlis, Nikolaos Nikolakis et al. · Sensors · 2021 · 135 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +16

A concept for context-aware computing in manufacturing: the white goods case

Kosmas Alexopoulos, Sotiris Makris, Vangelis Xanthakis et al. · International Journal of Computer Integrated Manufacturing · 2016 · 123 citations