| Infrared (IR) quality assessment of robotized resistance spot welding based on machine learning P Stavropoulos, K Sabatakakis, A Papacharalampopoulos, D Mourtzis The International Journal of Advanced Manufacturing Technology, 1-22, 2022 | 38 | 2022 |
| A three-stage quality diagnosis platform for laser-based manufacturing processes P Stavropoulos, A Papacharalampopoulos, J Stavridis, K Sampatakakis The International Journal of Advanced Manufacturing Technology 110, 2991-3003, 2020 | 35 | 2020 |
| Deep quality assessment of a solar reflector based on synthetic data: detecting surficial defects from manufacturing and use phase A Papacharalampopoulos, K Tzimanis, K Sabatakakis, P Stavropoulos Sensors 20 (19), 5481, 2020 | 27 | 2020 |
| Metamodelling of manufacturing processes and automation workflows towards designing and operating digital twins P Stavropoulos, A Papacharalampopoulos, K Sabatakakis, D Mourtzis Applied Sciences 13 (3), 1945, 2023 | 24 | 2023 |
| Quality assurance of battery laser welding: A data-driven approach P Stavropoulos, H Bikas, K Sabatakakis, C Theoharatos, S Grossi Procedia CIRP 111, 784-789, 2022 | 14 | 2022 |
| Quality Assurance in Resistance Spot Welding: State of Practice, State of the Art, and Prospects P Stavropoulos, K Sabatakakis Metals 14 (2), 185, 2024 | 13 | 2024 |
| Online Quality Inspection Approach for Submerged Arc Welding (SAW) by Utilizing IR-RGB Multimodal Monitoring and Deep Learning P Stavropoulos, A Papacharalampopoulos, K Sabatakakis International Conference on Flexible Automation and Intelligent …, 2022 | 12 | 2022 |
| Robust and Secure Quality Monitoring for Welding through Platform-as-a-Service: A Resistance and Submerged Arc Welding Study P Stavropoulos, A Papacharalampopoulos, K Sabatakakis Machines 11 (2), 298, 2023 | 11 | 2023 |
| A CPS platform oriented for Quality Assessment in welding P Stavropoulos, A Papacharalampopoulos, K Sampatakakis MATEC Web of Conferences 318, 01030, 2020 | 9 | 2020 |
| Quality monitoring of manufacturing processes based on full data utilization P Stavropoulos, A Papacharalampopoulos, K Sabatakakis, D Mourtzis Procedia CIRP 104, 1656-1661, 2021 | 8 | 2021 |
| Incorporating process physics phenomena in formation of digital twins: laser welding case A Papacharalampopoulos, K Sabatakakis, P Stavropoulos Procedia CIRP 99, 490-495, 2021 | 7 | 2021 |
| Data Attributes in Quality Monitoring of Manufacturing Processes: The Welding Case P Stavropoulos, A Papacharalampopoulos, K Sabatakakis Applied Sciences 13 (19), 10580, 2023 | 6 | 2023 |
| Welding Challenges and Quality Assurance in Electric Vehicle Battery Pack Manufacturing P Stavropoulos, K Sabatakakis, H Bikas Batteries 10 (5), 146, 2024 | 5 | 2024 |
| Monitoring and Quality Assurance of Laser Welding: From Offline Sample-Based Testing to In-Process Real-Time AI Inference and Digital Twins P Stavropoulos, K Sabatakakis, H Bikas, A Papacharalampopoulos A Guide to Laser Welding, 361, 2023 | 5 | 2023 |
| Laser Welding of dissimilar cell tabs: Extracting physics semantics from infrared (IR) emissions as process monitoring data K Sabatakakis, N Bourlesas, H Bikas, A Papacharalampopoulos, ... Procedia CIRP 121, 222-227, 2024 | 3 | 2024 |
| Quality Monitoring of RSW Processes. The impact of vibrations A Papacharalampopoulos, K Sabatakakis, P Stavropoulos Procedia CIRP 118, 895-900, 2023 | 3 | 2023 |
| Over-deposition assessment of Direct Energy Deposition (DED) using melt pool geometric features and Machine Learning N Bourlesas, K Tzimanis, K Sabatakakis, H Bikas, P Stavropoulos Procedia CIRP 124, 797-802, 2024 | 1 | 2024 |
| A digital twin framework for prediction, monitoring, and diagnosis in copper tube extrusion A ΚΑΙMENOPOULOS, D KARATASIOS Innovative Manufacturing Engineering and Energy: IManEE2024, 211, 2024 | | 2024 |
| Online Quality Inspection Approach for Submerged Arc Welding (SAW) by Utilizing IR-RGB Multimodal Monitoring and Deep Learning K Sabatakakis Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology …, 2022 | | 2022 |
| A digital twin framework for prediction, monitoring, and diagnosis in copper tube extrusion K SABATAKAKIS, P STAVROPOULOS, A KAIMENOPOULOS, ... Materials Research Proceedings 46, 0 | | |
